From 8d1740c197af4a7ae2559e380c7caef9a4b82d84 Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Sun, 16 Aug 2026 19:25:58 +0900 Subject: [PATCH 01/16] feat: add Hugo talks sync skill Add a repo-local Hugo talks sync skill that audits Speaker Deck feed entries against existing content/event pages before handing accepted candidates to hugo-event-intake. Co-authored-by: Codex --- .agents/skills/hugo-talks-sync/SKILL.md | 97 +++++++ .../skills/hugo-talks-sync/agents/openai.yaml | 4 + .../references/source-policy.md | 25 ++ .../scripts/hugo_talks_sync.py | 274 ++++++++++++++++++ tests/test_hugo_talks_sync.py | 103 +++++++ 5 files changed, 503 insertions(+) create mode 100644 .agents/skills/hugo-talks-sync/SKILL.md create mode 100644 .agents/skills/hugo-talks-sync/agents/openai.yaml create mode 100644 .agents/skills/hugo-talks-sync/references/source-policy.md create mode 100755 .agents/skills/hugo-talks-sync/scripts/hugo_talks_sync.py create mode 100644 tests/test_hugo_talks_sync.py diff --git a/.agents/skills/hugo-talks-sync/SKILL.md b/.agents/skills/hugo-talks-sync/SKILL.md new file mode 100644 index 0000000000..27236d06a4 --- /dev/null +++ b/.agents/skills/hugo-talks-sync/SKILL.md @@ -0,0 +1,97 @@ +--- +name: hugo-talks-sync +description: Discover missing Recent & Upcoming Talks for this Hugo/HugoBlox repository by comparing shunk031's external talk sources, especially Speaker Deck profile feeds, with existing content/event entries. Use when asked to update, audit, backfill, or synchronize talks from Speaker Deck, slide lists, connpass-like organizer pages, or other external talk indexes before creating event pages with hugo-event-intake. +--- + +# Hugo Talks Sync + +Find candidate talks that are present on external indexes but missing from +`content/event`, then route accepted candidates through `hugo-event-intake`. + +Use this skill as the discovery layer. Use `hugo-event-intake` as the write layer. +Do not create or overwrite event pages directly from this skill. + +## Workflow + +1. Audit external sources. + +Run the helper from the repository root: + +```bash +uv run python .agents/skills/hugo-talks-sync/scripts/hugo_talks_sync.py audit --repo-root . --output /tmp/hugo-talks-sync.json +``` + +Defaults: + +- Speaker Deck profile: `https://speakerdeck.com/shunk031` +- Feed endpoint: `https://speakerdeck.com/shunk031.rss` +- Existing event root: `content/event` +- Duplicate check fields: `event_url`, `url_slides`, `url_pdf`, `url_video`, `url_code`, and Markdown body URLs + +Use `--profile-url`, `--feed-url`, or repeated `--feed-url` when the user names a +different source. + +2. Review `/tmp/hugo-talks-sync.json`. + +For each candidate, inspect: + +- `source_url`: the Speaker Deck page or external source +- `title` +- `published_at` +- `image_url` +- `description` +- `extracted_urls`: organizer, paper, code, video, or PDF URLs found in the feed description +- `suggested_intake_inputs`: URLs to pass to `hugo-event-intake` + +Skip candidates marked `existing_path`. They already match an event entry. + +3. Cross-check uncertain candidates. + +Read [references/source-policy.md](references/source-policy.md) when deciding which +external facts are sufficient. In short: the feed is enough to identify the slide +deck, but not always enough to determine event name, exact talk time, location, or +talk kind. Prefer organizer pages discovered in `extracted_urls`. + +4. Present a proposal before writing. + +Show the user a compact table of missing candidates with: + +- title +- source URL +- date from the feed +- likely organizer URL if discovered +- any missing fields that `hugo-event-intake` will need to resolve + +Ask which candidates to create. Do not assume that every Speaker Deck upload should +be a site event; some decks are notes, paper readings, or drafts. + +5. Create accepted events through `hugo-event-intake`. + +For each accepted candidate, run the existing intake probe with the suggested URLs: + +```bash +uv run python .agents/skills/hugo-event-intake/scripts/hugo_event_intake.py probe --repo-root . --input --input --output /tmp/event-spec.json +``` + +Then follow the `hugo-event-intake` confirm-then-write workflow. Keep one +`/tmp/event-spec-.json` per candidate when processing several talks. + +## Source Matching Rules + +- Treat exact normalized URLs as duplicates. +- Also inspect Markdown body URLs because older event pages may include source links + outside top-level frontmatter. +- Keep Speaker Deck as `url_slides`. +- Pass organizer URLs such as connpass or official conference pages as additional + `hugo-event-intake` inputs. +- Use RSS/Atom/oEmbed first. Avoid scraping Speaker Deck HTML unless feeds and + oEmbed fail. + +## When To Stop + +- Stop if Speaker Deck or the named feed is unavailable and the user did not provide + another source list. +- Stop before writing if official organizer metadata conflicts with Speaker Deck + title, date, or description. +- Stop before creating pages when the candidate is not clearly a public talk, + presentation, poster, report, or journal club entry. diff --git a/.agents/skills/hugo-talks-sync/agents/openai.yaml b/.agents/skills/hugo-talks-sync/agents/openai.yaml new file mode 100644 index 0000000000..08a9f82815 --- /dev/null +++ b/.agents/skills/hugo-talks-sync/agents/openai.yaml @@ -0,0 +1,4 @@ +interface: + display_name: "Hugo Talks Sync" + short_description: "Find missing talks and feed Hugo event intake." + default_prompt: "Use $hugo-talks-sync to compare shunk031's Speaker Deck profile with content/event, propose missing talks, and hand accepted URLs to $hugo-event-intake." diff --git a/.agents/skills/hugo-talks-sync/references/source-policy.md b/.agents/skills/hugo-talks-sync/references/source-policy.md new file mode 100644 index 0000000000..9763fa3c41 --- /dev/null +++ b/.agents/skills/hugo-talks-sync/references/source-policy.md @@ -0,0 +1,25 @@ +# Source Policy + +Use this reference when `hugo-talks-sync` finds candidate talks. + +## Authority Order + +1. Existing `content/event` entries decide whether a source is already registered. +2. Official organizer pages decide event name, exact date/time, location, and session context. +3. Speaker Deck feed and oEmbed decide slide title, slide URL, cover image, and description. +4. Secondary sources may confirm facts, but should not be the only source for event metadata. + +## Speaker Deck Handling + +- Prefer `.rss` or `.atom` for listing decks. +- Prefer Speaker Deck oEmbed for embed metadata after a candidate is selected. +- Treat `pubDate` as upload/publication date until an organizer page confirms the actual event time. +- Treat URLs inside the feed description as discovery hints. Inspect them before writing. + +## Candidate Classification + +- Paper-reading titles or descriptions usually become `Journal Club`. +- Invited event pages, seminars, and conference talks usually become `Invited Talk`. +- Conference recap decks usually become `Report`. +- Poster sessions or explicitly poster-like pages usually become `Invited Poster`. +- If classification is unclear, leave it for `hugo-event-intake` confirmation instead of guessing. diff --git a/.agents/skills/hugo-talks-sync/scripts/hugo_talks_sync.py b/.agents/skills/hugo-talks-sync/scripts/hugo_talks_sync.py new file mode 100755 index 0000000000..2f83ace554 --- /dev/null +++ b/.agents/skills/hugo-talks-sync/scripts/hugo_talks_sync.py @@ -0,0 +1,274 @@ +#!/usr/bin/env python3 +from __future__ import annotations + +import argparse +import json +import re +import sys +import xml.etree.ElementTree as ET +from dataclasses import asdict, dataclass, field +from html import unescape +from pathlib import Path +from typing import Any +from urllib.parse import urljoin, urlsplit, urlunsplit +from urllib.request import Request, urlopen + + +URL_FIELDS = ("event_url", "url_slides", "url_pdf", "url_video", "url_code") +USER_AGENT = "Mozilla/5.0 (compatible; hugo-talks-sync/1.0)" +RSS_NAMESPACES = { + "atom": "http://www.w3.org/2005/Atom", + "content": "http://purl.org/rss/1.0/modules/content/", + "dc": "http://purl.org/dc/elements/1.1/", + "media": "http://search.yahoo.com/mrss/", +} +URL_RE = re.compile(r"https?://[^\s<>()\"']+") + + +@dataclass +class ExistingEvent: + path: str + urls: list[str] + + +@dataclass +class FeedEntry: + source_url: str + title: str + published_at: str = "" + description: str = "" + image_url: str = "" + extracted_urls: list[str] = field(default_factory=list) + feed_url: str = "" + existing_path: str = "" + + @property + def suggested_intake_inputs(self) -> list[str]: + inputs = [self.source_url] if self.source_url else [] + for url in self.extracted_urls: + if url not in inputs: + inputs.append(url) + return inputs + + def to_dict(self) -> dict[str, Any]: + payload = asdict(self) + payload["suggested_intake_inputs"] = self.suggested_intake_inputs + return payload + + +def normalize_url(url: str) -> str: + parsed = urlsplit(url.strip()) + path = parsed.path.rstrip("/") or parsed.path or "/" + return urlunsplit( + (parsed.scheme.lower(), parsed.netloc.lower(), path, parsed.query, "") + ) + + +def read_text_url(url: str) -> str: + request = Request(url, headers={"User-Agent": USER_AGENT}) + with urlopen(request) as response: + data = response.read() + charset = response.headers.get_content_charset() or "utf-8" + return data.decode(charset, errors="replace") + + +def parse_scalar(raw: str) -> str: + text = raw.strip() + if not text or text in {"null", "None"}: + return "" + if text.startswith(("'", '"')) and text.endswith(("'", '"')) and len(text) >= 2: + return text[1:-1] + return text + + +def extract_urls(text: str) -> list[str]: + urls: list[str] = [] + seen: set[str] = set() + for match in URL_RE.finditer(unescape(text or "")): + url = match.group(0).rstrip(".,;]") + normalized = normalize_url(url) + if normalized in seen: + continue + seen.add(normalized) + urls.append(url) + return urls + + +def read_top_level_frontmatter_urls(text: str) -> list[str]: + lines = text.splitlines() + if not lines or lines[0].strip() != "---": + return [] + urls: list[str] = [] + for line in lines[1:]: + if line.strip() == "---": + break + if line.startswith(" ") or line.startswith("-") or ":" not in line: + continue + key, value = line.split(":", 1) + if key.strip() not in URL_FIELDS: + continue + url = parse_scalar(value) + if url.startswith(("http://", "https://")): + urls.append(url) + return urls + + +def load_existing_events(repo_root: Path) -> list[ExistingEvent]: + events: list[ExistingEvent] = [] + event_root = repo_root / "content" / "event" + for index_md in sorted(event_root.glob("*/index.md")): + text = index_md.read_text(encoding="utf-8") + urls = read_top_level_frontmatter_urls(text) + urls.extend(extract_urls(text)) + normalized_urls = sorted({normalize_url(url) for url in urls}) + events.append( + ExistingEvent( + path=str(index_md.relative_to(repo_root)), + urls=normalized_urls, + ) + ) + return events + + +def find_existing_path(existing_events: list[ExistingEvent], urls: list[str]) -> str: + normalized = { + normalize_url(url) for url in urls if url.startswith(("http://", "https://")) + } + if not normalized: + return "" + for event in existing_events: + if normalized.intersection(event.urls): + return event.path + return "" + + +def first_text(element: ET.Element, names: tuple[str, ...]) -> str: + for name in names: + found = element.find(name, RSS_NAMESPACES) + if found is not None and found.text: + return unescape(found.text).strip() + return "" + + +def first_attr(element: ET.Element, names: tuple[str, ...], attr: str) -> str: + for name in names: + found = element.find(name, RSS_NAMESPACES) + if found is not None: + value = found.attrib.get(attr, "").strip() + if value: + return value + return "" + + +def parse_feed_entries(feed_xml: str, feed_url: str) -> list[FeedEntry]: + root = ET.fromstring(feed_xml) + entries: list[FeedEntry] = [] + if root.tag.endswith("rss"): + item_nodes = root.findall("./channel/item") + for item in item_nodes: + description = first_text(item, ("description", "content:encoded")) + source_url = first_text(item, ("link", "guid")) + image_url = first_attr(item, ("media:content",), "url") + extracted = [ + url + for url in extract_urls(description) + if normalize_url(url) != normalize_url(source_url) + ] + entries.append( + FeedEntry( + source_url=source_url, + title=first_text(item, ("title",)), + published_at=first_text(item, ("pubDate", "dc:date")), + description=description, + image_url=image_url, + extracted_urls=extracted, + feed_url=feed_url, + ) + ) + return entries + + entry_nodes = root.findall("atom:entry", RSS_NAMESPACES) + for entry in entry_nodes: + source_url = "" + for link in entry.findall("atom:link", RSS_NAMESPACES): + rel = link.attrib.get("rel", "alternate") + href = link.attrib.get("href", "") + if href and rel == "alternate": + source_url = urljoin(feed_url, href) + break + description = first_text(entry, ("atom:summary", "atom:content")) + extracted = [ + url + for url in extract_urls(description) + if normalize_url(url) != normalize_url(source_url) + ] + entries.append( + FeedEntry( + source_url=source_url, + title=first_text(entry, ("atom:title",)), + published_at=first_text(entry, ("atom:published", "atom:updated")), + description=description, + image_url="", + extracted_urls=extracted, + feed_url=feed_url, + ) + ) + return entries + + +def default_feed_url(profile_url: str) -> str: + return profile_url.rstrip("/") + ".rss" + + +def audit(repo_root: Path, feed_urls: list[str]) -> dict[str, Any]: + existing_events = load_existing_events(repo_root) + candidates: list[FeedEntry] = [] + existing: list[FeedEntry] = [] + for feed_url in feed_urls: + for entry in parse_feed_entries(read_text_url(feed_url), feed_url): + urls = [entry.source_url, *entry.extracted_urls] + entry.existing_path = find_existing_path(existing_events, urls) + if entry.existing_path: + existing.append(entry) + else: + candidates.append(entry) + return { + "candidate_count": len(candidates), + "existing_count": len(existing), + "candidates": [entry.to_dict() for entry in candidates], + "existing": [entry.to_dict() for entry in existing], + } + + +def main() -> int: + parser = argparse.ArgumentParser( + description="Find external talk feed entries missing from content/event." + ) + subparsers = parser.add_subparsers(dest="command", required=True) + audit_parser = subparsers.add_parser("audit") + audit_parser.add_argument("--repo-root", type=Path, default=Path(".")) + audit_parser.add_argument( + "--profile-url", default="https://speakerdeck.com/shunk031" + ) + audit_parser.add_argument("--feed-url", action="append", default=[]) + audit_parser.add_argument("--output", type=Path) + audit_parser.add_argument("--include-existing", action="store_true") + args = parser.parse_args() + + if args.command == "audit": + repo_root = args.repo_root.resolve() + feed_urls = args.feed_url or [default_feed_url(args.profile_url)] + result = audit(repo_root, feed_urls) + if not args.include_existing: + result.pop("existing", None) + payload = json.dumps(result, ensure_ascii=False, indent=2) + if args.output: + args.output.write_text(payload + "\n", encoding="utf-8") + else: + print(payload) + return 0 + return 1 + + +if __name__ == "__main__": + sys.exit(main()) diff --git a/tests/test_hugo_talks_sync.py b/tests/test_hugo_talks_sync.py new file mode 100644 index 0000000000..4f9dc0de98 --- /dev/null +++ b/tests/test_hugo_talks_sync.py @@ -0,0 +1,103 @@ +from __future__ import annotations + +import importlib.util +import sys +from pathlib import Path + + +REPO_ROOT = Path(__file__).resolve().parents[1] +SCRIPT_PATH = ( + REPO_ROOT + / ".agents" + / "skills" + / "hugo-talks-sync" + / "scripts" + / "hugo_talks_sync.py" +) + + +def load_module(): + spec = importlib.util.spec_from_file_location("hugo_talks_sync", SCRIPT_PATH) + assert spec is not None + module = importlib.util.module_from_spec(spec) + assert spec.loader is not None + sys.modules[spec.name] = module + spec.loader.exec_module(module) + return module + + +def test_parse_rss_feed_extracts_deck_and_description_urls() -> None: + module = load_module() + feed = """ + + + + [Event] Talk Title / Deck Title + See https://example.com/event/42/ and https://github.com/example/code. + + Sat, 18 Jul 2026 00:00:00 -0400 + https://speakerdeck.com/shunk031/deck-title + https://speakerdeck.com/shunk031/deck-title + + + +""" + + entries = module.parse_feed_entries(feed, "https://speakerdeck.com/shunk031.rss") + + assert len(entries) == 1 + assert entries[0].source_url == "https://speakerdeck.com/shunk031/deck-title" + assert entries[0].image_url == "https://files.speakerdeck.com/preview.jpg" + assert entries[0].extracted_urls == [ + "https://example.com/event/42/", + "https://github.com/example/code", + ] + + +def test_audit_marks_existing_deck_and_keeps_missing_candidate( + tmp_path: Path, monkeypatch +) -> None: + module = load_module() + event_dir = tmp_path / "content" / "event" / "existing-talk" + event_dir.mkdir(parents=True) + (event_dir / "index.md").write_text( + """--- +title: Existing +url_slides: https://speakerdeck.com/shunk031/existing-talk +--- +body +""", + encoding="utf-8", + ) + feed = """ + + + + Existing Talk + + Sat, 18 Jul 2026 00:00:00 -0400 + https://speakerdeck.com/shunk031/existing-talk + https://speakerdeck.com/shunk031/existing-talk + + + Missing Talk + Event https://example.com/missing + Sun, 19 Jul 2026 00:00:00 -0400 + https://speakerdeck.com/shunk031/missing-talk + https://speakerdeck.com/shunk031/missing-talk + + + +""" + monkeypatch.setattr(module, "read_text_url", lambda _url: feed) + + result = module.audit(tmp_path, ["https://speakerdeck.com/shunk031.rss"]) + + assert result["existing_count"] == 1 + assert result["candidate_count"] == 1 + assert result["existing"][0]["existing_path"] == "content/event/existing-talk/index.md" + assert result["candidates"][0]["source_url"] == "https://speakerdeck.com/shunk031/missing-talk" + assert result["candidates"][0]["suggested_intake_inputs"] == [ + "https://speakerdeck.com/shunk031/missing-talk", + "https://example.com/missing", + ] From da29286c1b6cfd841d8baca2fa7cb4b408a319ae Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Sun, 16 Aug 2026 20:01:32 +0900 Subject: [PATCH 02/16] feat: sync Speaker Deck talks Add missing Speaker Deck talks as Hugo event entries and exclude an existing IEICE KEN URL that returns 403 to automated link checks. Co-authored-by: Codex --- .lychee/exclude-temporary.txt | 3 ++ .../can-we-reliably-control-llms/featured.jpg | Bin 0 -> 77827 bytes .../can-we-reliably-control-llms/index.md | 51 ++++++++++++++++++ .../featured.jpg | Bin 0 -> 144911 bytes .../index.md | 43 +++++++++++++++ .../featured.jpg | Bin 0 -> 102722 bytes .../index.md | 45 ++++++++++++++++ .../featured.jpg | Bin 0 -> 166706 bytes .../index.md | 44 +++++++++++++++ .../event/kantocv-67th-cvpr-2026/featured.jpg | Bin 0 -> 174401 bytes content/event/kantocv-67th-cvpr-2026/index.md | 45 ++++++++++++++++ .../featured.jpg | Bin 0 -> 184943 bytes .../index.md | 42 +++++++++++++++ .../featured.jpg | Bin 0 -> 85693 bytes .../index.md | 45 ++++++++++++++++ .../featured.jpg | Bin 0 -> 71952 bytes .../llm-nonei-bu-wocao-rubekutoru/index.md | 39 ++++++++++++++ .../featured.jpg | Bin 0 -> 114096 bytes .../index.md | 43 +++++++++++++++ content/event/stable-diffusion-3/featured.jpg | Bin 0 -> 165875 bytes content/event/stable-diffusion-3/index.md | 41 ++++++++++++++ .../featured.jpg | Bin 0 -> 203710 bytes .../index.md | 42 +++++++++++++++ 23 files changed, 483 insertions(+) create mode 100644 content/event/can-we-reliably-control-llms/featured.jpg create mode 100644 content/event/can-we-reliably-control-llms/index.md create mode 100644 content/event/from-fragment-to-one-piece-a-survey-on-ai-driven-graphic-design/featured.jpg create mode 100644 content/event/from-fragment-to-one-piece-a-survey-on-ai-driven-graphic-design/index.md create mode 100644 content/event/human-attention-maps-for-text-classification-do-humans-and-neural-networks-focus-on-the-same-words/featured.jpg create mode 100644 content/event/human-attention-maps-for-text-classification-do-humans-and-neural-networks-focus-on-the-same-words/index.md create mode 100644 content/event/improving-prediction-performance-and-model-interpretability-through-attention-mechanisms-from-basic-and-applied-research-perspectives-presentation-for-doctoral-dissertation/featured.jpg create mode 100644 content/event/improving-prediction-performance-and-model-interpretability-through-attention-mechanisms-from-basic-and-applied-research-perspectives-presentation-for-doctoral-dissertation/index.md create mode 100644 content/event/kantocv-67th-cvpr-2026/featured.jpg create mode 100644 content/event/kantocv-67th-cvpr-2026/index.md create mode 100644 content/event/large-language-model-agent-a-survey-on-methodology-applications-and-challenges/featured.jpg create mode 100644 content/event/large-language-model-agent-a-survey-on-methodology-applications-and-challenges/index.md create mode 100644 content/event/learning-to-faithfully-rationalize-by-construction/featured.jpg create mode 100644 content/event/learning-to-faithfully-rationalize-by-construction/index.md create mode 100644 content/event/llm-nonei-bu-wocao-rubekutoru/featured.jpg create mode 100644 content/event/llm-nonei-bu-wocao-rubekutoru/index.md create mode 100644 content/event/natural-language-autoencoders-produce-unsupervised-explanations-of-llm-activations/featured.jpg create mode 100644 content/event/natural-language-autoencoders-produce-unsupervised-explanations-of-llm-activations/index.md create mode 100644 content/event/stable-diffusion-3/featured.jpg create mode 100644 content/event/stable-diffusion-3/index.md create mode 100644 content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/featured.jpg create mode 100644 content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/index.md diff --git a/.lychee/exclude-temporary.txt b/.lychee/exclude-temporary.txt index a7a7578a79..13e236f736 100644 --- a/.lychee/exclude-temporary.txt +++ b/.lychee/exclude-temporary.txt @@ -12,6 +12,9 @@ drive.google.com/file/d/0B3O7bgd3mym6N214SWw3eVJCS3M/view t.co openai.com/index/chatgpt www.ieice.org/~nlc +# IEICE KEN paper page returns HTTP 403 to automated checks even with a browser +# user-agent. 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+--- +title: "その LLM 制御、本当に信頼できますか？ / Can We Reliably Control LLMs?" +event: "【Sansan × IVRy】NLP2026 参加報告会" +event_url: "https://sansan.connpass.com/event/388590/" +location: "Sansan株式会社 本社" +address: + street: "桜丘町1-1 渋谷サクラステージ 28F" + city: "Shibuya-ku" + region: "Tokyo" + postcode: "150-6228" + country: "Japan" +summary: "大規模言語モデル（LLM）に対する内部介入（steering / intervention）は、重み更新を伴わずに推論時の振る舞いを制御できる手法として、近年急速に注目を集めています。本発表では、この軽量かつ柔軟な制御パラダイムの可能性と限界について、言語処理学会 2026 における関連研究を体系的に整理しながら概観します。特に、北田+「ステアリングベクトルは日本語LLMを堅牢に制御できるか？」を中心に、評価・安全性・多言語制御・表現学習といった観点から、内部介入がどこまで信頼できる制御として機能するのかを議論します。\n\n■【Sansan × IVRy】NLP2026 参加報告会\nhttps://sansan.connpass.com/event/388590/ \n\n■ 登壇概要\nタイトル：その LLM 制御、本当に信頼できますか？\n\n■ 言語処理学会第32回年次大会(NLP2026)\nhttps://www.anlp.jp/nlp2026/ \n\n■ 北田+ \"ステアリングベクトルは日本語 LLM を堅牢に制御できるか？\"\nhttps://www.anlp.jp/proceedings/annual_meeting/2026/pdf_dir/B1-13.pdf" +abstract: "大規模言語モデル（LLM）に対する内部介入（steering / intervention）は、重み更新を伴わずに推論時の振る舞いを制御できる手法として、近年急速に注目を集めています。本発表では、この軽量かつ柔軟な制御パラダイムの可能性と限界について、言語処理学会 2026 における関連研究を体系的に整理しながら概観します。特に、北田+「ステアリングベクトルは日本語LLMを堅牢に制御できるか？」を中心に、評価・安全性・多言語制御・表現学習といった観点から、内部介入がどこまで信頼できる制御として機能するのかを議論します。\n\n■【Sansan × IVRy】NLP2026 参加報告会\nhttps://sansan.connpass.com/event/388590/ \n\n■ 登壇概要\nタイトル：その LLM 制御、本当に信頼できますか？\n\n■ 言語処理学会第32回年次大会(NLP2026)\nhttps://www.anlp.jp/nlp2026/ \n\n■ 北田+ \"ステアリングベクトルは日本語 LLM を堅牢に制御できるか？\"\nhttps://www.anlp.jp/proceedings/annual_meeting/2026/pdf_dir/B1-13.pdf" +date: "2026-04-21T19:45:00+09:00" +date_end: "2026-04-21T19:55:00+09:00" +all_day: false +publishDate: "2026-04-21T19:45:00+09:00" +authors: ["Shunsuke Kitada"] +tags: ["Report", "NLP"] +featured: false +image: + caption: "" + focal_point: "" + preview_only: false +links: [] +url_slides: "https://speakerdeck.com/shunk031/can-we-reliably-control-llms" +url_code: "" +url_pdf: "" +url_video: "" +slides: "" +projects: [] +--- +# 【Sansan × IVRy】NLP2026 参加報告会 + +> 大規模言語モデル（LLM）に対する内部介入（steering / intervention）は、重み更新を伴わずに推論時の振る舞いを制御できる手法として、近年急速に注目を集めています。本発表では、この軽量かつ柔軟な制御パラダイムの可能性と限界について、言語処理学会 2026 における関連研究を体系的に整理しながら概観します。特に、北田+「ステアリングベクトルは日本語LLMを堅牢に制御できるか？」を中心に、評価・安全性・多言語制御・表現学習といった観点から、内部介入がどこまで信頼できる制御として機能するのかを議論します。 +> +> ■【Sansan × IVRy】NLP2026 参加報告会 +> https://sansan.connpass.com/event/388590/ +> +> ■ 登壇概要 +> タイトル：その LLM 制御、本当に信頼できますか？ +> +> ■ 言語処理学会第32回年次大会(NLP2026) +> https://www.anlp.jp/nlp2026/ +> +> ■ 北田+ "ステアリングベクトルは日本語 LLM を堅牢に制御できるか？" +> https://www.anlp.jp/proceedings/annual_meeting/2026/pdf_dir/B1-13.pdf + +## 資料 - Slides + + diff --git a/content/event/from-fragment-to-one-piece-a-survey-on-ai-driven-graphic-design/featured.jpg b/content/event/from-fragment-to-one-piece-a-survey-on-ai-driven-graphic-design/featured.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9a9dc057a850c571adf0f246239ac8ff3153918 GIT binary patch literal 144911 zcmeFZbzEFcwl2IIcX!udAp{664Iy|E0>J`-4iG%JYa;;yArL%xf;$0%yIXLVpuw%N 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al. - 2025)」 に基づき詳細に解説します。 +> +> - 📝：https://arxiv.org/abs/2507.17202 + +## 資料 - Slides + + diff --git a/content/event/human-attention-maps-for-text-classification-do-humans-and-neural-networks-focus-on-the-same-words/featured.jpg b/content/event/human-attention-maps-for-text-classification-do-humans-and-neural-networks-focus-on-the-same-words/featured.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4a7825c19891b88104fd7526a6c1a682d49c0f2 GIT binary patch literal 102722 zcmeFZWmKF^vncuu?(Xgy2=0Rfw+!wQEWqII!4eWYc!IkOmJoFC;1Jy1LU6YP0vz5? z_WRwv*ShE1``&fd`SJG5^iy3e)m`0PEmhAv%ss3Dcq$6Y3IGTM0#YA8z{3UxowBT~ zxrP=*L0L`yF#-TE@PJ2$@aQ`^d%9~WKBF@*G@|4x$p`rHA@PBa)j z0l*~Je~tU!Vlb?2Jggp5{eJufTDiJ=0szSO5oYu8bo~R)eT0cD9sUN_{sFr`R`3zu z{|9XQcX;V*%8U=dgYwt#)$1h@ij9|t5V2pdEQ zA_viem_eK%K9C4V5+n~&18IQ_K`%hIAZL&lC=e75iUuWu(m{EkGSFvG6Q~n302&9) zgVsU2pfk`70wMwy0ucf=0t>=Z1Q7%o1XTnb1XBcC1UCeKgx3gh2pPOTH)OOSf)GgGXXqafUXnbf2XhvwxXklonXfU)kv>^ST)>@MsT 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zhntVC4n-!yl0E}_0Qx$M=j>nj?S(50L5Ksv(U_a*K2jgt4kuWpSF;fD72eH_sJ?D0 zh~UkmD3C7+R#;f`O-GK<1k80K|6DE^qg7s=d z4Q7<=4LKPdxglTW^;7$j4%mJlNchn+ZmW2{N|~}|TbqG0-T;gJ1?w@%{qDE9sDGO0 z{$=Vo6j}NtCe?bNE)*8rq1YK48}J9CdGzQY3UtRxu(-NU>n>5+M75p!Nrd%jkT}I% zLIvhVMuZ>Rkd1v=jeE2}2)_FZy|Ap2Gh%XbM_2ANmqvmPkBQGSR$PBexDB@T=$-fI zByDd 人手によってアノテーションしたattention mapを元に、深層学習モデルのattention mapと比較分析を行った。 +> +> ■ イベント：ACL 2020 オンラインLT会 +> https://nlpaper-challenge.connpass.com/event/185240/ +> +> ■ 登壇概要 +> タイトル：Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words? + +## 資料 - Slides + + diff --git a/content/event/improving-prediction-performance-and-model-interpretability-through-attention-mechanisms-from-basic-and-applied-research-perspectives-presentation-for-doctoral-dissertation/featured.jpg 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z1aJNkkFYs+SFuklJTCONG9%t?-+@%pNZ8_}qz5?NuPcuroV_<9K1lIa4Sd@4Han8_ z`ZoGq1DMR-0)#ER0B#(t*Sx3Xa_mB~n5kUME5p&FBX8^jGN$V_=>hdcN{It5kw0qx zy5$2~sVviSHvFzg0rr`wf-%vcvNkTDv$$a(>V*roKf;>HL!qAq%|j|4~!?|Ns3T K@IILTPW~Ut$ Slides for the presentation of my doctoral dissertation (in Japanese). +> The contents of the presentation are already published as the following papers: +> - Section 2: Kitada and Iyatomi IEEE Access'21. https://arxiv.org/abs/2009.12064 +> - Section 3: Kitada and Iyatomi. Appl. Intell.'22. https://arxiv.org/abs/2104.08763 +> - Section 4: Kitada et al. KDD'19. https://arxiv.org/abs/1905.07289 +> - Section 5: Kitada et al. Appl. Sci.'22. https://arxiv.org/abs/2204.11588 + +## 資料 - Slides + + diff --git a/content/event/kantocv-67th-cvpr-2026/featured.jpg b/content/event/kantocv-67th-cvpr-2026/featured.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1cc870e2d4df139f267015a554be17426c61049d GIT binary patch literal 174401 zcmeFZ1yo$kmN0s75AN<3EVu^<9^5?ycXvx5f#3lG1PSgM+$Cs$0Ku9-X zXXbu0b2E4TnYG^g*ITz(MOW9UI#t_u?W*d>UymyQj*^_B8~_Ig2YiJ60gr3wG>S4Z zX6l-1a*8iyVGjTR9S49Vc-Vg@XHR!cd1)Gb14EiW>i#vETX?uisjI*I*YE%N^AZHW z-UI+s9RK;*KdeEwwDPckwYrDpKnquQPXK`Pg_T)+JYD}N=fKJYuO0qUuK%O#4x1pX z{`((go4=M9{?g{J<&(d((bklKL4^nasF*f?D!=|y`CrC`H3#UV+&%5At$b;;T&z8P z%-yYMJpRB03|BPj?k?7Lj#huP`j_;7)c9XJ{fAFaD_gR4}W9v!tpJwok zn}-MZ8!gT>{(@sTq91>&``b(ZR_Brj074f4fbj8eb+6L^py@pTkj($Bjv)sCu-^ed z7}mvEYJ25_(7Y~Y;Xyx;=i!r-Fe65-O}a^XthYT#Pn zzQGN_O~B2;t-|fXoxyGFhsCMa7PG6h(bs~$U~??Xhj%A zm_k@VI6$~TL`K9%q(S6B6h%}()IqdBbVCeAj6qCCEJ18U>_ePFTtz%Vgd$-fQ6RA+ zi6AK==_A=7`5=WOr63g{H6ZmP%^+w2O!5Fe?hKB?na(K 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+location: "Online" +address: + street: "" + city: "" + region: "" + postcode: "" + country: "" +summary: "大規模言語モデル（LLM）を搭載した「LLMエージェント」は、自律的な目標達成や動的な環境適応能力により、人工知能の新たなフロンティアを切り開いています 。本資料では、この急速に進化するLLMエージェントの全貌を、最新の包括的サーベイ論文「Large Language Model Agent: A Survey on Methodology, Applications and Challenges (Luo et al. - 2025)」 に基づき詳細に解説します。\n\n- 📝：https://arxiv.org/abs/2503.21460\n- 🐙：https://github.com/luo-junyu/Awesome-Agent-Papers" +abstract: "大規模言語モデル（LLM）を搭載した「LLMエージェント」は、自律的な目標達成や動的な環境適応能力により、人工知能の新たなフロンティアを切り開いています 。本資料では、この急速に進化するLLMエージェントの全貌を、最新の包括的サーベイ論文「Large Language Model Agent: A Survey on Methodology, Applications and Challenges (Luo et al. - 2025)」 に基づき詳細に解説します。\n\n- 📝：https://arxiv.org/abs/2503.21460\n- 🐙：https://github.com/luo-junyu/Awesome-Agent-Papers" +date: "2025-05-28T12:00:00+09:00" +date_end: "2025-05-28T12:00:00+09:00" +all_day: false +publishDate: "2025-05-28T12:00:00+09:00" +authors: ["Shunsuke Kitada"] +tags: ["Report", "LLM", "Agent"] +featured: false +image: + caption: "" + focal_point: "" + preview_only: false +links: [] +url_slides: "https://speakerdeck.com/shunk031/large-language-model-agent-a-survey-on-methodology-applications-and-challenges" +url_code: "" +url_pdf: "" +url_video: "" +slides: "" +projects: [] +--- +# Speaker Deck + +> 大規模言語モデル（LLM）を搭載した「LLMエージェント」は、自律的な目標達成や動的な環境適応能力により、人工知能の新たなフロンティアを切り開いています 。本資料では、この急速に進化するLLMエージェントの全貌を、最新の包括的サーベイ論文「Large Language Model Agent: A Survey on Methodology, Applications and Challenges (Luo et al. - 2025)」 に基づき詳細に解説します。 +> +> - 📝：https://arxiv.org/abs/2503.21460 +> - 🐙：https://github.com/luo-junyu/Awesome-Agent-Papers + +## 資料 - Slides + + diff --git a/content/event/learning-to-faithfully-rationalize-by-construction/featured.jpg b/content/event/learning-to-faithfully-rationalize-by-construction/featured.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94f7f1e1d82b0e5decf3840e9018c5e634470bc1 GIT binary patch literal 85693 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“Attention is not not Explanation” の著者らによる夢のコラボレーション。本文から根拠を抽出してその根拠を元にタスクを解く新たな枠組みの提案。\n\n■ イベント：ACL2020オンライン読み会\nhttps://exawizards.connpass.com/event/184582/\n\n■ 登壇概要\nタイトル：Learning to Faithfully Rationalize by Construction" +abstract: "“Attention is not Explanation” と “Attention is not not Explanation” の著者らによる夢のコラボレーション。本文から根拠を抽出してその根拠を元にタスクを解く新たな枠組みの提案。\n\n■ イベント：ACL2020オンライン読み会\nhttps://exawizards.connpass.com/event/184582/\n\n■ 登壇概要\nタイトル：Learning to Faithfully Rationalize by Construction" +date: "2020-09-06T14:30:00+09:00" +date_end: "2020-09-06T14:50:00+09:00" +all_day: false +publishDate: "2020-09-06T14:30:00+09:00" +authors: ["Shunsuke Kitada"] +tags: ["Journal Club", "Paper Reading", "ACL"] +featured: false +image: + caption: "" + focal_point: "" + preview_only: false +links: [] +url_slides: "https://speakerdeck.com/shunk031/learning-to-faithfully-rationalize-by-construction" +url_code: "" +url_pdf: "" +url_video: "" +slides: "" +projects: [] +--- +# ACL2020オンライン読み会 + +> “Attention is not Explanation” と “Attention is not not Explanation” の著者らによる夢のコラボレーション。本文から根拠を抽出してその根拠を元にタスクを解く新たな枠組みの提案。 +> +> ■ イベント：ACL2020オンライン読み会 +> https://exawizards.connpass.com/event/184582/ +> +> ■ 登壇概要 +> タイトル：Learning to Faithfully Rationalize by Construction + +## 資料 - Slides + + diff --git a/content/event/llm-nonei-bu-wocao-rubekutoru/featured.jpg b/content/event/llm-nonei-bu-wocao-rubekutoru/featured.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7496adc041ba8c0e1bde3d15106b9045495eac28 GIT binary patch literal 71952 zcmeFZ2UHZ#wl~`3oO1@rNdzQF8iIg;NRphCC?Gk<5fBg%5D*Yha*iT7OAaDANX}Vc zhB&}5^UeR9d+xdS`__8z-S3_E*1F%aSw&Y@SNGK3wX627UA=$EU&u9pR9!_)1wcbX z13sYs0OSTftD2IMrM9k?irQ0U)C~Z@Ck0RkI_kf(iX_wpM%O% zS~>kKU-wtu1JyuO`QTr9`@iRx{#NJjdC1@DJl9o1QH2QrxPvvgMm^VE@XC^?zxB$OB!*qfw9iv+SQQ{b!kL9so#Q0072^f0kLL13+U0 z0MIV{vy3AL07%{fK*N}|w};Q)--Kcp0AK<500}?|&;iTN?J1frnlai7GLQ#v@WzEvE(LbT*p;w?cpm(AFK%YThLq9~nzyL4^FsL!uFa$9qF_bX0FibG)Fg!3q 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z_jqKb4xcnU8+(q4hS_PC8qN-^I4>t`Fud#r?Vt?K)H*pYY+5odghSOT!VTWLFn^}t zB|(Q)nALa3oN*I+IKK@u=+OU|aUjMn!{!FeQ9d%0*>5%^ucL1Jl^Qyxb;&l=hbs+S z*f-{yS*C5%7U0H}_gWARgZh^8_}Mw0x@`(Od3kNrNzEkZi?pjO@BKU#PR=LbR55Eh zI#gsDgc+%!!&XVOI(Q~lOy_XeSb$w}d!v0xa9(5SzLkfgtC;A{Jv!r1BBLd_9iEn! z%%71I{jvjSZ1wqB;`bKlCd7C;eB6dDtLh^&VI1z?;9X(m$ zpbmZ!S*ef`RTfOJ5#fST-ncB%V36=IG8HqNwe&z-X|#@(}GNP1TE21NYHF z_{y|q+$rM+SP{(+D33GiwU!d*>i{saV0gVt9O*6{zqpMdtSH^bY9yNb)wM5F zqXjw@qhcz2^%tOP8ovCj=wG>+fwKSX=>D^`it-PzYAx|s^B_L_BFy1QU9YbUKj%p1 zWzhX=s%Bq|aq#%*ID6e0X;_yIl)b{0MTIr`bda7ec+R|n*y{wORD|I-+6Ht~N75uD zpD85_8hN|$R7!9Z>No9F{`m?5n_O8AiHsXNuFNzsHwUf!x{=@=+!DH+%Xb$7j10dC v!1XOR 大規模言語モデル（LLM）の内部状態は、高次元の活性化ベクトルとして表現されており、モデルの推論・判断・潜在的な認識に関する豊かな情報を含んでいます。本資料では、この不透明な内部表現を自然言語で読み解く新たな解釈可能性手法 Natural Language Autoencoders（NLA）について、Anthropicの研究論文「Natural Language Autoencoders Produce Unsupervised Explanations of LLM Activations（Fraser-Taliente, Kantamneni, Ong et al. - 2026）」に基づき、手法・評価・監査応用・限界を体系的に解説します。 +> +> - 📝：https://transformer-circuits.pub/2026/nla/ +> - 🐙：https://github.com/kitft/natural_language_autoencoders +> - 🌐：https://www.neuronpedia.org/nla + +## 資料 - Slides + + diff --git a/content/event/stable-diffusion-3/featured.jpg b/content/event/stable-diffusion-3/featured.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5f15d2c1a302a414afc909dd14dadf870a47411 GIT binary patch literal 165875 zcmeFZcU)9Kwl2EKIp>TLB?rl&36dpCPAVXhvjl+_QIMPj6c8i{NRpg$1_22IlA+15 zn`A>b&1+}wIWza3IcLs&@BH^>^Q-Ra+SQxAR;^m=TVK`g+xgoyfLvQ$OC7+#zyQ+G zf57bqA-k5Us-1z6zPi>!HS`GpAS4IS2PXQ}-NVnvNJE9)+`^LmPuss8PwaiYlno3X z{@dsO_wNB2UaONhOfj~@VF1fuJ_0e)V8>Yved>Zh)M zsn`9f`=Dbc{j!{cml5yXfEAJo5oS`T_v3lK$5A^dkT?z6AjK zg}=3Neg*)tHvrHuVejwr;;&ais|x^d078HapavKKR)7QG1q1;xKnjoplmInA8_)+H z0TzHQU=KV8+yNgT00;rXfk+@0NCMJ;OduC11WJKQpay6J+JJ6g02l>+06&36U=7#; z4ge@{2_Vo0iHAXgL50D9!G^(w!H*$^A&sGkp@#7g!wACy<1vO4h6jc}MhHd(Ml41O zMkYocMkz)$Ml(h?#xTYt#xIO@j6IA~jB89ROkzxGOcqRTOkqrEOl3?R%tx3um`<49 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Deck" +event_url: "" +location: "Online" +address: + street: "" + city: "" + region: "" + postcode: "" + country: "" +summary: "Stability.AI からこれまでの拡散モデルとは少し異なるパラダイムの新たな Text-to-Image モデル Stable Diffusion 3 (SD3) の提案について紹介します。\n\n一部 GIF アニメーションを用いた図があるため、オリジナルの Google Slide を参照していただくのをおすすめします: https://bit.ly/stable-diffusion-3-explained" +abstract: "Stability.AI からこれまでの拡散モデルとは少し異なるパラダイムの新たな Text-to-Image モデル Stable Diffusion 3 (SD3) の提案について紹介します。\n\n一部 GIF アニメーションを用いた図があるため、オリジナルの Google Slide を参照していただくのをおすすめします: https://bit.ly/stable-diffusion-3-explained" +date: "2024-03-27T12:00:00+09:00" +date_end: "2024-03-27T12:00:00+09:00" +all_day: false +publishDate: "2024-03-27T12:00:00+09:00" +authors: ["Shunsuke Kitada"] +tags: ["Report", "Image Generation", "Diffusion Model"] +featured: false +image: + caption: "" + focal_point: "" + preview_only: false +links: [] +url_slides: "https://speakerdeck.com/shunk031/stable-diffusion-3" +url_code: "" +url_pdf: "" +url_video: "" +slides: "" +projects: [] +--- +# Speaker Deck + +> Stability.AI からこれまでの拡散モデルとは少し異なるパラダイムの新たな Text-to-Image モデル Stable Diffusion 3 (SD3) の提案について紹介します。 +> +> 一部 GIF アニメーションを用いた図があるため、オリジナルの Google Slide を参照していただくのをおすすめします: https://bit.ly/stable-diffusion-3-explained + +## 資料 - Slides + + diff --git a/content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/featured.jpg b/content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/featured.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a41448855241d0722408d43c4d192907557dc24 GIT binary patch literal 203710 zcmeFY1z1&G*C@I+-Q6uM2+|FkknT*_dMs``<(w@JPRgs%{AueHO828-p|}G12_sY@-hGj1Onc`et`Q`G#Ys+DHAmf zRT+6DY1jh*K*IrG7aZ)jgQL5vhO8uwp1uLi&%WO-Gjlg*2{kpP-~RvSzvoi`3=#m0 zv;Fh4|Jxok3rjb1*r;3B?Qibv>J9)PZ&;hz%iZ~BI}6q(cxL}gyYgq-6^0-9f1__vq-_SfCg8%7%dNI5zCxY}CVxYPU-23#DRoWLKl zI8pzF#~`AwfAswU^p8HLYyc2A0|59pfAl>|0f3rN03ezDqmMod0I**IK=rV>hpXp5 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z^#3x?pY5r6aH#Q}25tVTjR~^8bY3$Sxy>o?h5j3P&f6Ef3#M z6_%xO7NrVhe9u0Q9|!HD3kT+&`5yI0SY@Y%@NDt)Nyo2KOXMi>lJk&Pz)(gff^bZ7t9p`bu5hOqiU7H+tE<&|(bZ!|A+IIj+#V)~<;s1g> z>R_Y!6xzYsjjt|bZb7v-u?%biJkB}k0$XlfuzLdDwkuGDpH2Xg!>1{ zvy{%rsqtY-8D;_8pDn7Wb8ji2h~$G>*4;VTu<}57(cLIQ=WY;oQJs>X%9=p5H{ksX rT+{A_|No}{8UlsSsjT7b4GM#f6B(VMVt&NQh~$VJBAVSp?DoF_k4*Wj literal 0 HcmV?d00001 diff --git a/content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/index.md b/content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/index.md new file mode 100644 index 0000000000..1dfd4fdea6 --- /dev/null +++ b/content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/index.md @@ -0,0 +1,42 @@ +--- +title: "The Landscape of Agentic Reinforcement Learning for LLMs: A Survey" +event: "Speaker Deck" +event_url: "" +location: "Online" +address: + street: "" + city: "" + region: "" + postcode: "" + country: "" +summary: "大規模言語モデル（LLM）に強化学習を組み合わせた「Agentic RL」は，自律的な意思決定や動的な環境適応能力により，人工知能の新たなフロンティアを切り開いています。本資料では，この急速に進化するAgentic RLの全体像を，最新の包括的サーベイ論文「Agentic Reinforcement Learning: A Survey（2025）」に基づき詳細に解説します。\n\n- 📝：https://arxiv.org/abs/2509.02547\n- 🐙：https://github.com/xhyumiracle/Awesome-AgenticLLM-RL-Papers" +abstract: "大規模言語モデル（LLM）に強化学習を組み合わせた「Agentic RL」は，自律的な意思決定や動的な環境適応能力により，人工知能の新たなフロンティアを切り開いています。本資料では，この急速に進化するAgentic RLの全体像を，最新の包括的サーベイ論文「Agentic Reinforcement Learning: A Survey（2025）」に基づき詳細に解説します。\n\n- 📝：https://arxiv.org/abs/2509.02547\n- 🐙：https://github.com/xhyumiracle/Awesome-AgenticLLM-RL-Papers" +date: "2026-04-01T12:00:00+09:00" +date_end: "2026-04-01T12:00:00+09:00" +all_day: false +publishDate: "2026-04-01T12:00:00+09:00" +authors: ["Shunsuke Kitada"] +tags: ["Report", "LLM", "Reinforcement Learning"] +featured: false +image: + caption: "" + focal_point: "" + preview_only: false +links: [] +url_slides: "https://speakerdeck.com/shunk031/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey" +url_code: "" +url_pdf: "" +url_video: "" +slides: "" +projects: [] +--- +# Speaker Deck + +> 大規模言語モデル（LLM）に強化学習を組み合わせた「Agentic RL」は，自律的な意思決定や動的な環境適応能力により，人工知能の新たなフロンティアを切り開いています。本資料では，この急速に進化するAgentic RLの全体像を，最新の包括的サーベイ論文「Agentic Reinforcement Learning: A Survey（2025）」に基づき詳細に解説します。 +> +> - 📝：https://arxiv.org/abs/2509.02547 +> - 🐙：https://github.com/xhyumiracle/Awesome-AgenticLLM-RL-Papers + +## 資料 - Slides + + From 36912d7715e1fc665c8a02464f3f016cfd6654e3 Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Sun, 16 Aug 2026 20:14:06 +0900 Subject: [PATCH 03/16] refactor: make talks sync source adapters explicit Refactor the talks sync helper around explicit source adapters and source configuration so non-Speaker-Deck sources can be added without changing the audit workflow. Co-authored-by: Codex --- .agents/skills/hugo-talks-sync/SKILL.md | 56 +++- .../references/source-policy.md | 13 +- .../scripts/hugo_talks_sync.py | 243 ++++++++++++++--- tests/test_hugo_talks_sync.py | 252 +++++++++++++++++- 4 files changed, 509 insertions(+), 55 deletions(-) diff --git a/.agents/skills/hugo-talks-sync/SKILL.md b/.agents/skills/hugo-talks-sync/SKILL.md index 27236d06a4..9e7a8701ec 100644 --- a/.agents/skills/hugo-talks-sync/SKILL.md +++ b/.agents/skills/hugo-talks-sync/SKILL.md @@ -1,6 +1,6 @@ --- name: hugo-talks-sync -description: Discover missing Recent & Upcoming Talks for this Hugo/HugoBlox repository by comparing shunk031's external talk sources, especially Speaker Deck profile feeds, with existing content/event entries. Use when asked to update, audit, backfill, or synchronize talks from Speaker Deck, slide lists, connpass-like organizer pages, or other external talk indexes before creating event pages with hugo-event-intake. +description: Discover missing Recent & Upcoming Talks for this Hugo/HugoBlox repository by comparing shunk031's external talk sources with existing content/event entries. Use when asked to update, audit, backfill, or synchronize talks from Speaker Deck profiles, generic RSS/Atom feeds, slide lists, organizer pages, or other external talk indexes before creating event pages with hugo-event-intake. --- # Hugo Talks Sync @@ -23,19 +23,50 @@ uv run python .agents/skills/hugo-talks-sync/scripts/hugo_talks_sync.py audit -- Defaults: -- Speaker Deck profile: `https://speakerdeck.com/shunk031` -- Feed endpoint: `https://speakerdeck.com/shunk031.rss` +- Source adapter: `speakerdeck-profile` +- Speaker Deck profile URL: `https://speakerdeck.com/shunk031` - Existing event root: `content/event` - Duplicate check fields: `event_url`, `url_slides`, `url_pdf`, `url_video`, `url_code`, and Markdown body URLs -Use `--profile-url`, `--feed-url`, or repeated `--feed-url` when the user names a -different source. +Use source options when the user names different sources: + +- `--profile-url ` changes the default Speaker Deck profile. +- `--feed-url ` adds a generic auto-detected RSS/Atom `feed` source. Repeat it for multiple feeds. +- `--source-config ` loads explicit source definitions. + +Source config shape: + +```json +{ + "sources": [ + { + "name": "speakerdeck-shunk031", + "adapter": "speakerdeck-profile", + "profile_url": "https://speakerdeck.com/shunk031", + "options": {} + }, + { + "name": "personal-talk-feed", + "adapter": "atom", + "url": "https://example.com/talks.atom", + "options": {} + } + ] +} +``` + +First-class adapters are currently `speakerdeck-profile`, auto-detected `feed`, +explicit `rss`, and explicit `atom`. For HTML index pages, APIs, or +platform-specific sources such as connpass users or YouTube channels, add a +source adapter to the registry in +`scripts/hugo_talks_sync.py` instead of scraping ad hoc in the workflow. 2. Review `/tmp/hugo-talks-sync.json`. For each candidate, inspect: - `source_url`: the Speaker Deck page or external source +- `source_name`, `adapter`, and `source_type` (a compatibility alias of `adapter`) - `title` - `published_at` - `image_url` @@ -48,9 +79,9 @@ Skip candidates marked `existing_path`. They already match an event entry. 3. Cross-check uncertain candidates. Read [references/source-policy.md](references/source-policy.md) when deciding which -external facts are sufficient. In short: the feed is enough to identify the slide -deck, but not always enough to determine event name, exact talk time, location, or -talk kind. Prefer organizer pages discovered in `extracted_urls`. +external facts are sufficient. In short: feeds are enough to identify source +items, but not always enough to determine event name, exact talk time, location, +or talk kind. Prefer organizer pages discovered in `extracted_urls`. 4. Present a proposal before writing. @@ -81,11 +112,14 @@ Then follow the `hugo-event-intake` confirm-then-write workflow. Keep one - Treat exact normalized URLs as duplicates. - Also inspect Markdown body URLs because older event pages may include source links outside top-level frontmatter. -- Keep Speaker Deck as `url_slides`. +- Keep slide-deck sources such as Speaker Deck as `url_slides`. - Pass organizer URLs such as connpass or official conference pages as additional `hugo-event-intake` inputs. -- Use RSS/Atom/oEmbed first. Avoid scraping Speaker Deck HTML unless feeds and - oEmbed fail. +- Use RSS/Atom and source-specific public metadata first. Avoid scraping HTML + unless a source adapter owns that parsing. +- Keep adapter-specific settings in each source's `options` object so future + HTML/API adapters can own selectors, pagination, API parameters, or URL-role + rules without changing the audit workflow. ## When To Stop diff --git a/.agents/skills/hugo-talks-sync/references/source-policy.md b/.agents/skills/hugo-talks-sync/references/source-policy.md index 9763fa3c41..1ead9e0936 100644 --- a/.agents/skills/hugo-talks-sync/references/source-policy.md +++ b/.agents/skills/hugo-talks-sync/references/source-policy.md @@ -6,15 +6,16 @@ Use this reference when `hugo-talks-sync` finds candidate talks. 1. Existing `content/event` entries decide whether a source is already registered. 2. Official organizer pages decide event name, exact date/time, location, and session context. -3. Speaker Deck feed and oEmbed decide slide title, slide URL, cover image, and description. +3. Source feeds and source-specific metadata decide item title, source URL, cover image, and description. 4. Secondary sources may confirm facts, but should not be the only source for event metadata. -## Speaker Deck Handling +## Source Handling -- Prefer `.rss` or `.atom` for listing decks. -- Prefer Speaker Deck oEmbed for embed metadata after a candidate is selected. -- Treat `pubDate` as upload/publication date until an organizer page confirms the actual event time. -- Treat URLs inside the feed description as discovery hints. Inspect them before writing. +- Prefer explicit source adapters over one-off scraping. +- Use `speakerdeck-profile` for Speaker Deck profiles, `feed` for auto-detected RSS/Atom sources, and explicit `rss` or `atom` adapters when the expected feed format is known. +- Treat feed `pubDate`, `published`, or `updated` as source publication dates until an organizer page confirms the actual event time. +- Treat URLs inside descriptions or summaries as discovery hints. Inspect them before writing. +- Add a new adapter when a source needs platform-specific semantics, such as user profile pagination, API authentication, HTML selectors, video metadata, or source-specific URL roles. Put adapter-specific settings in `options`. ## Candidate Classification diff --git a/.agents/skills/hugo-talks-sync/scripts/hugo_talks_sync.py b/.agents/skills/hugo-talks-sync/scripts/hugo_talks_sync.py index 2f83ace554..925ce62025 100755 --- a/.agents/skills/hugo-talks-sync/scripts/hugo_talks_sync.py +++ b/.agents/skills/hugo-talks-sync/scripts/hugo_talks_sync.py @@ -25,6 +25,14 @@ URL_RE = re.compile(r"https?://[^\s<>()\"']+") +@dataclass(frozen=True) +class SourceConfig: + name: str + adapter: str + url: str + options: dict[str, Any] = field(default_factory=dict) + + @dataclass class ExistingEvent: path: str @@ -35,11 +43,13 @@ class ExistingEvent: class FeedEntry: source_url: str title: str + source_name: str + adapter: str published_at: str = "" description: str = "" image_url: str = "" extracted_urls: list[str] = field(default_factory=list) - feed_url: str = "" + duplicate_of: str = "" existing_path: str = "" @property @@ -52,6 +62,7 @@ def suggested_intake_inputs(self) -> list[str]: def to_dict(self) -> dict[str, Any]: payload = asdict(self) + payload["source_type"] = self.adapter payload["suggested_intake_inputs"] = self.suggested_intake_inputs return payload @@ -72,6 +83,82 @@ def read_text_url(url: str) -> str: return data.decode(charset, errors="replace") +def default_feed_url(profile_url: str) -> str: + return profile_url.rstrip("/") + ".rss" + + +def source_name_from_url(url: str) -> str: + parsed = urlsplit(url) + candidate = f"{parsed.netloc}{parsed.path}".strip("/") + name = re.sub(r"[^a-zA-Z0-9]+", "-", candidate).strip("-").lower() + return name or "feed" + + +def default_sources(profile_url: str) -> list[SourceConfig]: + return [ + SourceConfig( + name=source_name_from_url(profile_url), + adapter="speakerdeck-profile", + url=default_feed_url(profile_url), + options={"profile_url": profile_url}, + ) + ] + + +def normalize_source_config(raw: dict[str, Any], index: int) -> SourceConfig: + adapter = str( + raw.get("adapter") or raw.get("type") or raw.get("source_type") or "" + ).strip() + if adapter not in SOURCE_ADAPTERS: + raise ValueError( + f"Unsupported source adapter at index {index}: {adapter!r}. " + f"Supported adapters are {', '.join(sorted(SOURCE_ADAPTERS))}." + ) + raw_options = raw.get("options") or {} + if not isinstance(raw_options, dict): + raise ValueError(f"source options at index {index} must be an object.") + options = dict(raw_options) + profile_url = str(raw.get("profile_url") or "").strip() + url = str(raw.get("url") or "").strip() + if profile_url: + options["profile_url"] = profile_url + if adapter == "speakerdeck-profile": + if not profile_url and url.endswith((".rss", ".atom")): + profile_url = url.rsplit(".", 1)[0] + options["profile_url"] = profile_url + if not profile_url: + raise ValueError( + f"speakerdeck-profile source at index {index} requires profile_url." + ) + if not url: + url = default_feed_url(profile_url) + elif not url: + raise ValueError(f"{adapter} source at index {index} requires url.") + name = str(raw.get("name") or source_name_from_url(profile_url or url)).strip() + return SourceConfig( + name=name, + adapter=adapter, + url=url, + options=options, + ) + + +def load_source_configs(path: Path) -> list[SourceConfig]: + payload = json.loads(path.read_text(encoding="utf-8")) + if isinstance(payload, list): + raw_sources = payload + elif isinstance(payload, dict): + raw_sources = payload.get("sources", []) + else: + raise ValueError("source config must be a JSON object or array.") + if not isinstance(raw_sources, list) or not raw_sources: + raise ValueError("source config must contain a non-empty 'sources' list.") + return [ + normalize_source_config(raw_source, index) + for index, raw_source in enumerate(raw_sources) + ] + + def parse_scalar(raw: str) -> str: text = raw.strip() if not text or text in {"null", "None"}: @@ -160,41 +247,61 @@ def first_attr(element: ET.Element, names: tuple[str, ...], attr: str) -> str: return "" -def parse_feed_entries(feed_xml: str, feed_url: str) -> list[FeedEntry]: - root = ET.fromstring(feed_xml) +def assert_root(root: ET.Element, expected: str, source: SourceConfig) -> None: + actual = root.tag.rsplit("}", 1)[-1].lower() + if expected == "rss" and actual != "rss": + raise ValueError(f"{source.name} expected RSS XML, got {root.tag!r}.") + if expected == "atom" and actual != "feed": + raise ValueError(f"{source.name} expected Atom XML, got {root.tag!r}.") + + +def detect_xml_format(root: ET.Element, source: SourceConfig) -> str: + actual = root.tag.rsplit("}", 1)[-1].lower() + if actual == "rss": + return "rss" + if actual == "feed": + return "atom" + raise ValueError( + f"{source.name} uses auto feed detection, but XML root {root.tag!r} " + "is neither RSS nor Atom." + ) + + +def parse_rss_entries(root: ET.Element, source: SourceConfig) -> list[FeedEntry]: entries: list[FeedEntry] = [] - if root.tag.endswith("rss"): - item_nodes = root.findall("./channel/item") - for item in item_nodes: - description = first_text(item, ("description", "content:encoded")) - source_url = first_text(item, ("link", "guid")) - image_url = first_attr(item, ("media:content",), "url") - extracted = [ - url - for url in extract_urls(description) - if normalize_url(url) != normalize_url(source_url) - ] - entries.append( - FeedEntry( - source_url=source_url, - title=first_text(item, ("title",)), - published_at=first_text(item, ("pubDate", "dc:date")), - description=description, - image_url=image_url, - extracted_urls=extracted, - feed_url=feed_url, - ) + for item in root.findall("./channel/item"): + description = first_text(item, ("description", "content:encoded")) + source_url = first_text(item, ("link", "guid")) + image_url = first_attr(item, ("media:content",), "url") + extracted = [ + url + for url in extract_urls(description) + if normalize_url(url) != normalize_url(source_url) + ] + entries.append( + FeedEntry( + source_url=source_url, + title=first_text(item, ("title",)), + source_name=source.name, + adapter=source.adapter, + published_at=first_text(item, ("pubDate", "dc:date")), + description=description, + image_url=image_url, + extracted_urls=extracted, ) - return entries + ) + return entries + - entry_nodes = root.findall("atom:entry", RSS_NAMESPACES) - for entry in entry_nodes: +def parse_atom_entries(root: ET.Element, source: SourceConfig) -> list[FeedEntry]: + entries: list[FeedEntry] = [] + for entry in root.findall("atom:entry", RSS_NAMESPACES): source_url = "" for link in entry.findall("atom:link", RSS_NAMESPACES): rel = link.attrib.get("rel", "alternate") href = link.attrib.get("href", "") if href and rel == "alternate": - source_url = urljoin(feed_url, href) + source_url = urljoin(source.url, href) break description = first_text(entry, ("atom:summary", "atom:content")) extracted = [ @@ -206,37 +313,81 @@ def parse_feed_entries(feed_xml: str, feed_url: str) -> list[FeedEntry]: FeedEntry( source_url=source_url, title=first_text(entry, ("atom:title",)), + source_name=source.name, + adapter=source.adapter, published_at=first_text(entry, ("atom:published", "atom:updated")), description=description, image_url="", extracted_urls=extracted, - feed_url=feed_url, ) ) return entries -def default_feed_url(profile_url: str) -> str: - return profile_url.rstrip("/") + ".rss" +def parse_feed_entries(feed_xml: str, source: SourceConfig) -> list[FeedEntry]: + root = ET.fromstring(feed_xml) + xml_format = source.adapter + if xml_format == "speakerdeck-profile": + xml_format = "rss" + elif xml_format == "feed": + xml_format = detect_xml_format(root, source) + assert_root(root, xml_format, source) + if xml_format == "rss": + return parse_rss_entries(root, source) + if xml_format == "atom": + return parse_atom_entries(root, source) + raise ValueError(f"{source.name} cannot parse XML as adapter {source.adapter!r}.") + + +class FeedSourceAdapter: + def __init__(self, source: SourceConfig) -> None: + self.source = source + + def entries(self) -> list[FeedEntry]: + return parse_feed_entries(read_text_url(self.source.url), self.source) + + +SOURCE_ADAPTERS = { + "speakerdeck-profile": FeedSourceAdapter, + "feed": FeedSourceAdapter, + "rss": FeedSourceAdapter, + "atom": FeedSourceAdapter, +} + +def build_source_adapter(source: SourceConfig) -> FeedSourceAdapter: + adapter_type = SOURCE_ADAPTERS.get(source.adapter) + if not adapter_type: + raise ValueError(f"Unsupported source adapter: {source.adapter}") + return adapter_type(source) -def audit(repo_root: Path, feed_urls: list[str]) -> dict[str, Any]: + +def audit(repo_root: Path, sources: list[SourceConfig]) -> dict[str, Any]: existing_events = load_existing_events(repo_root) candidates: list[FeedEntry] = [] existing: list[FeedEntry] = [] - for feed_url in feed_urls: - for entry in parse_feed_entries(read_text_url(feed_url), feed_url): + duplicates: list[FeedEntry] = [] + seen_candidate_urls: dict[str, str] = {} + for source in sources: + for entry in build_source_adapter(source).entries(): urls = [entry.source_url, *entry.extracted_urls] entry.existing_path = find_existing_path(existing_events, urls) if entry.existing_path: existing.append(entry) + elif entry.source_url and normalize_url(entry.source_url) in seen_candidate_urls: + entry.duplicate_of = seen_candidate_urls[normalize_url(entry.source_url)] + duplicates.append(entry) else: + if entry.source_url: + seen_candidate_urls[normalize_url(entry.source_url)] = entry.source_url candidates.append(entry) return { "candidate_count": len(candidates), "existing_count": len(existing), + "duplicate_count": len(duplicates), "candidates": [entry.to_dict() for entry in candidates], "existing": [entry.to_dict() for entry in existing], + "duplicates": [entry.to_dict() for entry in duplicates], } @@ -251,14 +402,34 @@ def main() -> int: "--profile-url", default="https://speakerdeck.com/shunk031" ) audit_parser.add_argument("--feed-url", action="append", default=[]) + audit_parser.add_argument( + "--source-config", + type=Path, + help=( + "JSON file with sources. Supports adapters 'speakerdeck-profile', " + "'feed', 'rss', and 'atom'." + ), + ) audit_parser.add_argument("--output", type=Path) audit_parser.add_argument("--include-existing", action="store_true") args = parser.parse_args() if args.command == "audit": repo_root = args.repo_root.resolve() - feed_urls = args.feed_url or [default_feed_url(args.profile_url)] - result = audit(repo_root, feed_urls) + if args.source_config: + sources = load_source_configs(args.source_config) + elif args.feed_url: + sources = [ + SourceConfig( + name=source_name_from_url(feed_url), + adapter="feed", + url=feed_url, + ) + for feed_url in args.feed_url + ] + else: + sources = default_sources(args.profile_url) + result = audit(repo_root, sources) if not args.include_existing: result.pop("existing", None) payload = json.dumps(result, ensure_ascii=False, indent=2) diff --git a/tests/test_hugo_talks_sync.py b/tests/test_hugo_talks_sync.py index 4f9dc0de98..f9f0064a3d 100644 --- a/tests/test_hugo_talks_sync.py +++ b/tests/test_hugo_talks_sync.py @@ -43,9 +43,16 @@ def test_parse_rss_feed_extracts_deck_and_description_urls() -> None: """ - entries = module.parse_feed_entries(feed, "https://speakerdeck.com/shunk031.rss") + source = module.SourceConfig( + name="speakerdeck-shunk031", + adapter="speakerdeck-profile", + url="https://speakerdeck.com/shunk031.rss", + ) + entries = module.parse_feed_entries(feed, source) assert len(entries) == 1 + assert entries[0].source_name == "speakerdeck-shunk031" + assert entries[0].adapter == "speakerdeck-profile" assert entries[0].source_url == "https://speakerdeck.com/shunk031/deck-title" assert entries[0].image_url == "https://files.speakerdeck.com/preview.jpg" assert entries[0].extracted_urls == [ @@ -91,13 +98,254 @@ def test_audit_marks_existing_deck_and_keeps_missing_candidate( """ monkeypatch.setattr(module, "read_text_url", lambda _url: feed) - result = module.audit(tmp_path, ["https://speakerdeck.com/shunk031.rss"]) + result = module.audit( + tmp_path, + [ + module.SourceConfig( + name="speakerdeck-shunk031", + adapter="speakerdeck-profile", + url="https://speakerdeck.com/shunk031.rss", + ) + ], + ) assert result["existing_count"] == 1 assert result["candidate_count"] == 1 assert result["existing"][0]["existing_path"] == "content/event/existing-talk/index.md" + assert result["candidates"][0]["source_name"] == "speakerdeck-shunk031" + assert result["candidates"][0]["source_type"] == "speakerdeck-profile" assert result["candidates"][0]["source_url"] == "https://speakerdeck.com/shunk031/missing-talk" assert result["candidates"][0]["suggested_intake_inputs"] == [ "https://speakerdeck.com/shunk031/missing-talk", "https://example.com/missing", ] + + +def test_load_source_configs_supports_profile_and_generic_feed(tmp_path: Path) -> None: + module = load_module() + config_path = tmp_path / "sources.json" + config_path.write_text( + """{ + "sources": [ + { + "name": "speakerdeck-shunk031", + "type": "speakerdeck-profile", + "profile_url": "https://speakerdeck.com/shunk031" + }, + { + "name": "personal-talk-feed", + "type": "feed", + "url": "https://example.com/talks.atom" + } + ] +} +""", + encoding="utf-8", + ) + + sources = module.load_source_configs(config_path) + + assert sources == [ + module.SourceConfig( + name="speakerdeck-shunk031", + adapter="speakerdeck-profile", + url="https://speakerdeck.com/shunk031.rss", + options={"profile_url": "https://speakerdeck.com/shunk031"}, + ), + module.SourceConfig( + name="personal-talk-feed", + adapter="feed", + url="https://example.com/talks.atom", + ), + ] + + +def test_load_source_configs_preserves_explicit_adapter_and_options( + tmp_path: Path, +) -> None: + module = load_module() + config_path = tmp_path / "sources.json" + config_path.write_text( + """{ + "sources": [ + { + "name": "personal-talks", + "adapter": "atom", + "url": "https://example.com/talks.atom", + "options": { + "owner": "shunk031", + "selector": ".talk" + } + } + ] +} +""", + encoding="utf-8", + ) + + sources = module.load_source_configs(config_path) + + assert sources == [ + module.SourceConfig( + name="personal-talks", + adapter="atom", + url="https://example.com/talks.atom", + options={"owner": "shunk031", "selector": ".talk"}, + ) + ] + + +def test_default_sources_use_requested_profile_name_and_feed_url() -> None: + module = load_module() + + sources = module.default_sources("https://speakerdeck.com/example-user") + + assert sources == [ + module.SourceConfig( + name="speakerdeck-com-example-user", + adapter="speakerdeck-profile", + url="https://speakerdeck.com/example-user.rss", + options={"profile_url": "https://speakerdeck.com/example-user"}, + ) + ] + + +def test_explicit_rss_adapter_rejects_atom_xml() -> None: + module = load_module() + source = module.SourceConfig( + name="rss-source", + adapter="rss", + url="https://example.com/talks.rss", + ) + atom_feed = """ + + Atom Talk + +""" + + try: + module.parse_feed_entries(atom_feed, source) + except ValueError as exc: + assert "expected RSS XML" in str(exc) + else: + raise AssertionError("explicit rss adapter accepted Atom XML") + + +def test_unknown_auto_feed_xml_fails_closed() -> None: + module = load_module() + source = module.SourceConfig( + name="unknown-source", + adapter="feed", + url="https://example.com/feed.xml", + ) + + try: + module.parse_feed_entries("", source) + except ValueError as exc: + assert "neither RSS nor Atom" in str(exc) + else: + raise AssertionError("unknown XML root was treated as an empty feed") + + +def test_audit_supports_multiple_source_adapters(tmp_path: Path, monkeypatch) -> None: + module = load_module() + (tmp_path / "content" / "event").mkdir(parents=True) + rss_feed = """ + + + + RSS Talk + Event https://example.com/rss-event + Sun, 19 Jul 2026 00:00:00 -0400 + https://slides.example.com/rss-talk + https://slides.example.com/rss-talk + + + +""" + atom_feed = """ + + + Atom Talk + + 2026-07-20T00:00:00Z +

Video https://example.com/atom-event + + +""" + feeds = { + "https://example.com/talks.rss": rss_feed, + "https://example.com/talks.atom": atom_feed, + } + monkeypatch.setattr(module, "read_text_url", lambda url: feeds[url]) + + result = module.audit( + tmp_path, + [ + module.SourceConfig( + name="rss-source", + adapter="feed", + url="https://example.com/talks.rss", + ), + module.SourceConfig( + name="atom-source", + adapter="feed", + url="https://example.com/talks.atom", + ), + ], + ) + + assert result["candidate_count"] == 2 + assert [ + (item["source_name"], item["source_type"], item["source_url"]) + for item in result["candidates"] + ] == [ + ("rss-source", "feed", "https://slides.example.com/rss-talk"), + ("atom-source", "feed", "https://video.example.com/atom-talk"), + ] + + +def test_audit_deduplicates_same_candidate_across_sources( + tmp_path: Path, monkeypatch +) -> None: + module = load_module() + (tmp_path / "content" / "event").mkdir(parents=True) + rss_feed = """ + + + + Shared Talk + + Sun, 19 Jul 2026 00:00:00 -0400 + https://slides.example.com/shared-talk + https://slides.example.com/shared-talk + + + +""" + feeds = { + "https://example.com/one.rss": rss_feed, + "https://example.com/two.rss": rss_feed, + } + monkeypatch.setattr(module, "read_text_url", lambda url: feeds[url]) + + result = module.audit( + tmp_path, + [ + module.SourceConfig( + name="first", + adapter="rss", + url="https://example.com/one.rss", + ), + module.SourceConfig( + name="second", + adapter="rss", + url="https://example.com/two.rss", + ), + ], + ) + + assert result["candidate_count"] == 1 + assert result["duplicate_count"] == 1 + assert result["duplicates"][0]["source_name"] == "second" + assert result["duplicates"][0]["duplicate_of"] == "https://slides.example.com/shared-talk" From fe9e2bfb035b38146c759974101fce0b4057c5f8 Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Sun, 16 Aug 2026 20:21:00 +0900 Subject: [PATCH 04/16] fix: classify synced talks by kind Co-authored-by: Codex --- .../scripts/hugo_event_intake.py | 15 ++++- .agents/skills/hugo-talks-sync/SKILL.md | 6 ++ .../references/source-policy.md | 3 + .../scripts/hugo_talks_sync.py | 58 +++++++++++++++++++ content/event/ccse-2019/index.md | 2 +- .../index.md | 8 +-- .../index.md | 8 +-- .../llm-nonei-bu-wocao-rubekutoru/index.md | 8 +-- content/event/stable-diffusion-3/index.md | 8 +-- .../index.md | 8 +-- tests/test_hugo_event_intake.py | 10 ++++ tests/test_hugo_talks_sync.py | 41 +++++++++++++ 12 files changed, 152 insertions(+), 23 deletions(-) diff --git a/.agents/skills/hugo-event-intake/scripts/hugo_event_intake.py b/.agents/skills/hugo-event-intake/scripts/hugo_event_intake.py index d183af856f..238c3c1775 100644 --- a/.agents/skills/hugo-event-intake/scripts/hugo_event_intake.py +++ b/.agents/skills/hugo-event-intake/scripts/hugo_event_intake.py @@ -253,14 +253,25 @@ def infer_kind( "論文読み会", "読み会", "輪読", + "論文", + "paper", + "arxiv.org", + "transformer-circuits.pub", + "survey on", + "a survey", + "サーベイ論文", + "提案について紹介", ) ): return "Journal Club" if "poster" in haystack: return "Invited Poster" - if "presentation" in haystack: + if any( + keyword in haystack + for keyword in ("invited presentation", "doctoral dissertation presentation") + ): return "Invited Presentation" - if any(keyword in haystack for keyword in ("report", "速報", "summary", "survey")): + if any(keyword in haystack for keyword in ("report", "速報", "summary", "参加報告")): return "Report" return "Invited Talk" diff --git a/.agents/skills/hugo-talks-sync/SKILL.md b/.agents/skills/hugo-talks-sync/SKILL.md index 9e7a8701ec..e62925f2f0 100644 --- a/.agents/skills/hugo-talks-sync/SKILL.md +++ b/.agents/skills/hugo-talks-sync/SKILL.md @@ -72,6 +72,9 @@ For each candidate, inspect: - `image_url` - `description` - `extracted_urls`: organizer, paper, code, video, or PDF URLs found in the feed description +- `likely_kind` and `suggested_tags`: tentative classification to carry into + `hugo-event-intake` review. Empty `likely_kind` means the source did not + provide enough evidence; resolve it before writing. - `suggested_intake_inputs`: URLs to pass to `hugo-event-intake` Skip candidates marked `existing_path`. They already match an event entry. @@ -95,6 +98,9 @@ Show the user a compact table of missing candidates with: Ask which candidates to create. Do not assume that every Speaker Deck upload should be a site event; some decks are notes, paper readings, or drafts. +Do not keep `Speaker Deck` as the event name or `Report` as the kind when the +description or discovered URLs show that the deck is a paper reading or journal +club entry. 5. Create accepted events through `hugo-event-intake`. diff --git a/.agents/skills/hugo-talks-sync/references/source-policy.md b/.agents/skills/hugo-talks-sync/references/source-policy.md index 1ead9e0936..b49c4c941e 100644 --- a/.agents/skills/hugo-talks-sync/references/source-policy.md +++ b/.agents/skills/hugo-talks-sync/references/source-policy.md @@ -20,7 +20,10 @@ Use this reference when `hugo-talks-sync` finds candidate talks. ## Candidate Classification - Paper-reading titles or descriptions usually become `Journal Club`. +- Speaker Deck-only items that cite a paper URL such as arXiv or describe a + survey/paper explanation usually become `Journal Club`, not `Report`. - Invited event pages, seminars, and conference talks usually become `Invited Talk`. - Conference recap decks usually become `Report`. - Poster sessions or explicitly poster-like pages usually become `Invited Poster`. - If classification is unclear, leave it for `hugo-event-intake` confirmation instead of guessing. + An empty `likely_kind` in audit output is preferable to a false `Invited Talk`. diff --git a/.agents/skills/hugo-talks-sync/scripts/hugo_talks_sync.py b/.agents/skills/hugo-talks-sync/scripts/hugo_talks_sync.py index 925ce62025..b0c58428ba 100755 --- a/.agents/skills/hugo-talks-sync/scripts/hugo_talks_sync.py +++ b/.agents/skills/hugo-talks-sync/scripts/hugo_talks_sync.py @@ -23,6 +23,35 @@ "media": "http://search.yahoo.com/mrss/", } URL_RE = re.compile(r"https?://[^\s<>()\"']+") +KIND_TAGS = { + "Invited Talk": ["Invited Talk"], + "Journal Club": ["Journal Club", "Paper Reading"], + "Invited Presentation": ["Invited Talk", "Invited Presentation"], + "Invited Poster": ["Presentation"], + "Report": ["Report"], +} +REPORT_KEYWORDS = ( + "report", + "速報", + "参加報告", + "参加報告会", +) +JOURNAL_CLUB_KEYWORDS = ( + "journal club", + "reading", + "paper reading", + "論文読み会", + "読み会", + "輪読", + "論文", + "paper", + "arxiv.org", + "transformer-circuits.pub", + "survey on", + "a survey", + "サーベイ論文", + "提案について紹介", +) @dataclass(frozen=True) @@ -63,10 +92,39 @@ def suggested_intake_inputs(self) -> list[str]: def to_dict(self) -> dict[str, Any]: payload = asdict(self) payload["source_type"] = self.adapter + payload["likely_kind"] = infer_candidate_kind(self) + payload["suggested_tags"] = suggested_tags_for_kind(payload["likely_kind"]) payload["suggested_intake_inputs"] = self.suggested_intake_inputs return payload +def suggested_tags_for_kind(kind: str) -> list[str]: + return list(KIND_TAGS.get(kind, [kind] if kind else [])) + + +def infer_candidate_kind(entry: FeedEntry) -> str: + haystack = " ".join( + [ + entry.title, + entry.description, + entry.source_url, + *entry.extracted_urls, + ] + ).lower() + if "poster" in haystack: + return "Invited Poster" + if any( + keyword in haystack + for keyword in ("invited presentation", "doctoral dissertation presentation") + ): + return "Invited Presentation" + if any(keyword in haystack for keyword in REPORT_KEYWORDS): + return "Report" + if any(keyword in haystack for keyword in JOURNAL_CLUB_KEYWORDS): + return "Journal Club" + return "" + + def normalize_url(url: str) -> str: parsed = urlsplit(url.strip()) path = parsed.path.rstrip("/") or parsed.path or "/" diff --git a/content/event/ccse-2019/index.md b/content/event/ccse-2019/index.md index 8b34e22a42..f40d66f550 100644 --- a/content/event/ccse-2019/index.md +++ b/content/event/ccse-2019/index.md @@ -25,7 +25,7 @@ all_day: false publishDate: 2019-07-13T00:00:00+09:00 authors: ["Shunsuke Kitada", "Mitsumasa Kubo"] -tags: ["Invited talk"] +tags: ["Invited Talk"] # Is this a featured talk? (true/false) featured: false diff --git a/content/event/from-fragment-to-one-piece-a-survey-on-ai-driven-graphic-design/index.md b/content/event/from-fragment-to-one-piece-a-survey-on-ai-driven-graphic-design/index.md index 0a30559669..978b7b3bcd 100644 --- a/content/event/from-fragment-to-one-piece-a-survey-on-ai-driven-graphic-design/index.md +++ b/content/event/from-fragment-to-one-piece-a-survey-on-ai-driven-graphic-design/index.md @@ -1,6 +1,6 @@ --- -title: "AIグラフィックデザインの進化：断片から統合（One Piece）へ / From Fragment to One Piece: A Survey on AI-Driven Graphic Design" -event: "Speaker Deck" +title: "[Journal Club] AIグラフィックデザインの進化：断片から統合（One Piece）へ / From Fragment to One Piece: A Survey on AI-Driven Graphic Design" +event: "Journal Club" event_url: "" location: "Online" address: @@ -16,7 +16,7 @@ date_end: "2025-08-31T12:00:00+09:00" all_day: false publishDate: "2025-08-31T12:00:00+09:00" authors: ["Shunsuke Kitada"] -tags: ["Report", "Graphic Design", "Survey"] +tags: ["Journal Club", "Paper Reading", "Graphic Design", "Survey"] featured: false image: caption: "" @@ -30,7 +30,7 @@ url_video: "" slides: "" projects: [] --- -# Speaker Deck +# Journal Club > AI技術はグラフィックデザインの領域に革命をもたらし、クリエイティブなプロセスを根本から変えようとしています。かつてはタイポグラフィやレイアウトなど個々の要素を扱う断片的な研究が主流でしたが、近年の大規模言語モデル（LLM）やマルチモーダル技術の進化は、デザイン全体を統合的に扱う新たな潮流を生み出しています。 > diff --git a/content/event/large-language-model-agent-a-survey-on-methodology-applications-and-challenges/index.md b/content/event/large-language-model-agent-a-survey-on-methodology-applications-and-challenges/index.md index 49a478ba7a..7ecf05e083 100644 --- a/content/event/large-language-model-agent-a-survey-on-methodology-applications-and-challenges/index.md +++ b/content/event/large-language-model-agent-a-survey-on-methodology-applications-and-challenges/index.md @@ -1,6 +1,6 @@ --- -title: "Large Language Model Agent: A Survey on Methodology, Applications and Challenges" -event: "Speaker Deck" +title: "[Journal Club] Large Language Model Agent: A Survey on Methodology, Applications and Challenges" +event: "Journal Club" event_url: "" location: "Online" address: @@ -16,7 +16,7 @@ date_end: "2025-05-28T12:00:00+09:00" all_day: false publishDate: "2025-05-28T12:00:00+09:00" authors: ["Shunsuke Kitada"] -tags: ["Report", "LLM", "Agent"] +tags: ["Journal Club", "Paper Reading", "LLM", "Agent"] featured: false image: caption: "" @@ -30,7 +30,7 @@ url_video: "" slides: "" projects: [] --- -# Speaker Deck +# Journal Club > 大規模言語モデル（LLM）を搭載した「LLMエージェント」は、自律的な目標達成や動的な環境適応能力により、人工知能の新たなフロンティアを切り開いています 。本資料では、この急速に進化するLLMエージェントの全貌を、最新の包括的サーベイ論文「Large Language Model Agent: A Survey on Methodology, Applications and Challenges (Luo et al. - 2025)」 に基づき詳細に解説します。 > diff --git a/content/event/llm-nonei-bu-wocao-rubekutoru/index.md b/content/event/llm-nonei-bu-wocao-rubekutoru/index.md index 60e703b2b5..c4f1f994cc 100644 --- a/content/event/llm-nonei-bu-wocao-rubekutoru/index.md +++ b/content/event/llm-nonei-bu-wocao-rubekutoru/index.md @@ -1,6 +1,6 @@ --- -title: "LLM の内部を操るベクトル？" -event: "Speaker Deck" +title: "[Journal Club] LLM の内部を操るベクトル？" +event: "Journal Club" event_url: "" location: "Online" address: @@ -16,7 +16,7 @@ date_end: "2026-02-17T12:00:00+09:00" all_day: false publishDate: "2026-02-17T12:00:00+09:00" authors: ["Shunsuke Kitada"] -tags: ["Report", "LLM"] +tags: ["Journal Club", "Paper Reading", "LLM"] featured: false image: caption: "" @@ -30,7 +30,7 @@ url_video: "" slides: "" projects: [] --- -# Speaker Deck +# Journal Club > A Speaker Deck presentation about steering vectors for LLM internal representations. diff --git a/content/event/stable-diffusion-3/index.md b/content/event/stable-diffusion-3/index.md index 5ecc2dc23b..6d6d0b8ab6 100644 --- a/content/event/stable-diffusion-3/index.md +++ b/content/event/stable-diffusion-3/index.md @@ -1,6 +1,6 @@ --- -title: "Scaling Rectified Flow Transformers for High-Resolution Image Synthesis / Stable Diffusion 3" -event: "Speaker Deck" +title: "[Journal Club] Scaling Rectified Flow Transformers for High-Resolution Image Synthesis / Stable Diffusion 3" +event: "Journal Club" event_url: "" location: "Online" address: @@ -16,7 +16,7 @@ date_end: "2024-03-27T12:00:00+09:00" all_day: false publishDate: "2024-03-27T12:00:00+09:00" authors: ["Shunsuke Kitada"] -tags: ["Report", "Image Generation", "Diffusion Model"] +tags: ["Journal Club", "Paper Reading", "Image Generation", "Diffusion Model"] featured: false image: caption: "" @@ -30,7 +30,7 @@ url_video: "" slides: "" projects: [] --- -# Speaker Deck +# Journal Club > Stability.AI からこれまでの拡散モデルとは少し異なるパラダイムの新たな Text-to-Image モデル Stable Diffusion 3 (SD3) の提案について紹介します。 > diff --git a/content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/index.md b/content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/index.md index 1dfd4fdea6..0218c308fb 100644 --- a/content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/index.md +++ b/content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/index.md @@ -1,6 +1,6 @@ --- -title: "The Landscape of Agentic Reinforcement Learning for LLMs: A Survey" -event: "Speaker Deck" +title: "[Journal Club] The Landscape of Agentic Reinforcement Learning for LLMs: A Survey" +event: "Journal Club" event_url: "" location: "Online" address: @@ -16,7 +16,7 @@ date_end: "2026-04-01T12:00:00+09:00" all_day: false publishDate: "2026-04-01T12:00:00+09:00" authors: ["Shunsuke Kitada"] -tags: ["Report", "LLM", "Reinforcement Learning"] +tags: ["Journal Club", "Paper Reading", "LLM", "Reinforcement Learning"] featured: false image: caption: "" @@ -30,7 +30,7 @@ url_video: "" slides: "" projects: [] --- -# Speaker Deck +# Journal Club > 大規模言語モデル（LLM）に強化学習を組み合わせた「Agentic RL」は，自律的な意思決定や動的な環境適応能力により，人工知能の新たなフロンティアを切り開いています。本資料では，この急速に進化するAgentic RLの全体像を，最新の包括的サーベイ論文「Agentic Reinforcement Learning: A Survey（2025）」に基づき詳細に解説します。 > diff --git a/tests/test_hugo_event_intake.py b/tests/test_hugo_event_intake.py index 3222cc5359..7144031cea 100644 --- a/tests/test_hugo_event_intake.py +++ b/tests/test_hugo_event_intake.py @@ -172,7 +172,17 @@ def test_probe_infers_journal_club_and_report_tags() -> None: sources=[], explicit_kind="", ) == "Journal Club" + assert module.infer_kind( + notes=["Large Language Model Agent: A Survey on Methodology, Applications and Challenges"], + sources=[], + explicit_kind="", + ) == "Journal Club" assert module.default_tags_for_kind("Journal Club") == ["Journal Club", "Paper Reading"] + assert module.infer_kind( + notes=["ECCV 2026 参加報告会"], + sources=[], + explicit_kind="", + ) == "Report" assert module.render_title("Report", "ECCV 2026 速報") == "ECCV 2026 速報" assert module.render_title("Invited Talk", "Practical ML") == "[Invited Talk] Practical ML" diff --git a/tests/test_hugo_talks_sync.py b/tests/test_hugo_talks_sync.py index f9f0064a3d..f90c82cbe0 100644 --- a/tests/test_hugo_talks_sync.py +++ b/tests/test_hugo_talks_sync.py @@ -114,6 +114,8 @@ def test_audit_marks_existing_deck_and_keeps_missing_candidate( assert result["existing"][0]["existing_path"] == "content/event/existing-talk/index.md" assert result["candidates"][0]["source_name"] == "speakerdeck-shunk031" assert result["candidates"][0]["source_type"] == "speakerdeck-profile" + assert result["candidates"][0]["likely_kind"] == "" + assert result["candidates"][0]["suggested_tags"] == [] assert result["candidates"][0]["source_url"] == "https://speakerdeck.com/shunk031/missing-talk" assert result["candidates"][0]["suggested_intake_inputs"] == [ "https://speakerdeck.com/shunk031/missing-talk", @@ -349,3 +351,42 @@ def test_audit_deduplicates_same_candidate_across_sources( assert result["duplicate_count"] == 1 assert result["duplicates"][0]["source_name"] == "second" assert result["duplicates"][0]["duplicate_of"] == "https://slides.example.com/shared-talk" + + +def test_audit_suggests_journal_club_for_paper_reading_candidate( + tmp_path: Path, monkeypatch +) -> None: + module = load_module() + (tmp_path / "content" / "event").mkdir(parents=True) + feed = """ + + + + Large Language Model Agent: A Survey on Methodology, Applications and Challenges + Paper notes https://arxiv.org/abs/2503.21460 + Sun, 19 Jul 2026 00:00:00 -0400 + https://speakerdeck.com/shunk031/llm-agent-survey + https://speakerdeck.com/shunk031/llm-agent-survey + + + +""" + monkeypatch.setattr(module, "read_text_url", lambda _url: feed) + + result = module.audit( + tmp_path, + [ + module.SourceConfig( + name="speakerdeck-shunk031", + adapter="speakerdeck-profile", + url="https://speakerdeck.com/shunk031.rss", + ) + ], + ) + + assert result["candidate_count"] == 1 + assert result["candidates"][0]["likely_kind"] == "Journal Club" + assert result["candidates"][0]["suggested_tags"] == [ + "Journal Club", + "Paper Reading", + ] From 8f6a1238d7b46b44fca9c6942df86d34dc9de5aa Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Sun, 16 Aug 2026 20:25:34 +0900 Subject: [PATCH 05/16] fix: shorten synced talk summaries Co-authored-by: Codex --- content/event/can-we-reliably-control-llms/index.md | 2 +- .../index.md | 2 +- .../index.md | 2 +- .../index.md | 2 +- content/event/kantocv-67th-cvpr-2026/index.md | 2 +- .../index.md | 2 +- .../learning-to-faithfully-rationalize-by-construction/index.md | 2 +- content/event/llm-nonei-bu-wocao-rubekutoru/index.md | 2 +- .../index.md | 2 +- content/event/stable-diffusion-3/index.md | 2 +- .../index.md | 2 +- 11 files changed, 11 insertions(+), 11 deletions(-) diff --git a/content/event/can-we-reliably-control-llms/index.md b/content/event/can-we-reliably-control-llms/index.md index 3897088c89..c1eb867e92 100644 --- a/content/event/can-we-reliably-control-llms/index.md +++ b/content/event/can-we-reliably-control-llms/index.md @@ -9,7 +9,7 @@ address: region: "Tokyo" postcode: "150-6228" country: "Japan" -summary: "大規模言語モデル（LLM）に対する内部介入（steering / intervention）は、重み更新を伴わずに推論時の振る舞いを制御できる手法として、近年急速に注目を集めています。本発表では、この軽量かつ柔軟な制御パラダイムの可能性と限界について、言語処理学会 2026 における関連研究を体系的に整理しながら概観します。特に、北田+「ステアリングベクトルは日本語LLMを堅牢に制御できるか？」を中心に、評価・安全性・多言語制御・表現学習といった観点から、内部介入がどこまで信頼できる制御として機能するのかを議論します。\n\n■【Sansan × IVRy】NLP2026 参加報告会\nhttps://sansan.connpass.com/event/388590/ \n\n■ 登壇概要\nタイトル：その LLM 制御、本当に信頼できますか？\n\n■ 言語処理学会第32回年次大会(NLP2026)\nhttps://www.anlp.jp/nlp2026/ \n\n■ 北田+ \"ステアリングベクトルは日本語 LLM を堅牢に制御できるか？\"\nhttps://www.anlp.jp/proceedings/annual_meeting/2026/pdf_dir/B1-13.pdf" +summary: "NLP2026 参加報告会で、LLM steering/intervention の信頼性と限界を紹介しました。" abstract: "大規模言語モデル（LLM）に対する内部介入（steering / intervention）は、重み更新を伴わずに推論時の振る舞いを制御できる手法として、近年急速に注目を集めています。本発表では、この軽量かつ柔軟な制御パラダイムの可能性と限界について、言語処理学会 2026 における関連研究を体系的に整理しながら概観します。特に、北田+「ステアリングベクトルは日本語LLMを堅牢に制御できるか？」を中心に、評価・安全性・多言語制御・表現学習といった観点から、内部介入がどこまで信頼できる制御として機能するのかを議論します。\n\n■【Sansan × IVRy】NLP2026 参加報告会\nhttps://sansan.connpass.com/event/388590/ \n\n■ 登壇概要\nタイトル：その LLM 制御、本当に信頼できますか？\n\n■ 言語処理学会第32回年次大会(NLP2026)\nhttps://www.anlp.jp/nlp2026/ \n\n■ 北田+ \"ステアリングベクトルは日本語 LLM を堅牢に制御できるか？\"\nhttps://www.anlp.jp/proceedings/annual_meeting/2026/pdf_dir/B1-13.pdf" date: "2026-04-21T19:45:00+09:00" date_end: "2026-04-21T19:55:00+09:00" diff --git a/content/event/from-fragment-to-one-piece-a-survey-on-ai-driven-graphic-design/index.md b/content/event/from-fragment-to-one-piece-a-survey-on-ai-driven-graphic-design/index.md index 978b7b3bcd..bb4e35d99f 100644 --- a/content/event/from-fragment-to-one-piece-a-survey-on-ai-driven-graphic-design/index.md +++ b/content/event/from-fragment-to-one-piece-a-survey-on-ai-driven-graphic-design/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "AI技術はグラフィックデザインの領域に革命をもたらし、クリエイティブなプロセスを根本から変えようとしています。かつてはタイポグラフィやレイアウトなど個々の要素を扱う断片的な研究が主流でしたが、近年の大規模言語モデル（LLM）やマルチモーダル技術の進化は、デザイン全体を統合的に扱う新たな潮流を生み出しています。\n\n本発表では、この急速に進化するAI駆動グラフィックデザイン（AIGD）の全貌を、最新の包括的サーベイ論文「From Fragment to One Piece: A Survey on AI-Driven Graphic Design (Zou et al. - 2025)」 に基づき詳細に解説します。\n\n- 📝：https://arxiv.org/abs/2507.17202" +summary: "AI-driven graphic design のサーベイ論文をもとに、研究潮流を紹介しました。" abstract: "AI技術はグラフィックデザインの領域に革命をもたらし、クリエイティブなプロセスを根本から変えようとしています。かつてはタイポグラフィやレイアウトなど個々の要素を扱う断片的な研究が主流でしたが、近年の大規模言語モデル（LLM）やマルチモーダル技術の進化は、デザイン全体を統合的に扱う新たな潮流を生み出しています。\n\n本発表では、この急速に進化するAI駆動グラフィックデザイン（AIGD）の全貌を、最新の包括的サーベイ論文「From Fragment to One Piece: A Survey on AI-Driven Graphic Design (Zou et al. - 2025)」 に基づき詳細に解説します。\n\n- 📝：https://arxiv.org/abs/2507.17202" date: "2025-08-31T12:00:00+09:00" date_end: "2025-08-31T12:00:00+09:00" diff --git a/content/event/human-attention-maps-for-text-classification-do-humans-and-neural-networks-focus-on-the-same-words/index.md b/content/event/human-attention-maps-for-text-classification-do-humans-and-neural-networks-focus-on-the-same-words/index.md index 1833d9b3f3..7feb683244 100644 --- a/content/event/human-attention-maps-for-text-classification-do-humans-and-neural-networks-focus-on-the-same-words/index.md +++ b/content/event/human-attention-maps-for-text-classification-do-humans-and-neural-networks-focus-on-the-same-words/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "人手によってアノテーションしたattention mapを元に、深層学習モデルのattention mapと比較分析を行った。\n\n■ イベント：ACL 2020 オンラインLT会 \nhttps://nlpaper-challenge.connpass.com/event/185240/\n\n■ 登壇概要\nタイトル：Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words?" +summary: "ACL 2020 オンラインLT会で、Human Attention Maps 論文を紹介しました。" abstract: "人手によってアノテーションしたattention mapを元に、深層学習モデルのattention mapと比較分析を行った。\n\n■ イベント：ACL 2020 オンラインLT会 \nhttps://nlpaper-challenge.connpass.com/event/185240/\n\n■ 登壇概要\nタイトル：Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words?" date: "2020-08-17T20:10:00+09:00" date_end: "2020-08-17T20:30:00+09:00" diff --git a/content/event/improving-prediction-performance-and-model-interpretability-through-attention-mechanisms-from-basic-and-applied-research-perspectives-presentation-for-doctoral-dissertation/index.md b/content/event/improving-prediction-performance-and-model-interpretability-through-attention-mechanisms-from-basic-and-applied-research-perspectives-presentation-for-doctoral-dissertation/index.md index ddc07920f7..38d728fb1e 100644 --- a/content/event/improving-prediction-performance-and-model-interpretability-through-attention-mechanisms-from-basic-and-applied-research-perspectives-presentation-for-doctoral-dissertation/index.md +++ b/content/event/improving-prediction-performance-and-model-interpretability-through-attention-mechanisms-from-basic-and-applied-research-perspectives-presentation-for-doctoral-dissertation/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "Slides for the presentation of my doctoral dissertation (in Japanese).\nThe contents of the presentation are already published as the following papers:\n- Section 2: Kitada and Iyatomi IEEE Access'21. https://arxiv.org/abs/2009.12064\n- Section 3: Kitada and Iyatomi. Appl. Intell.'22. https://arxiv.org/abs/2104.08763\n- Section 4: Kitada et al. KDD'19. https://arxiv.org/abs/1905.07289\n- Section 5: Kitada et al. Appl. Sci.'22. https://arxiv.org/abs/2204.11588" +summary: "博士論文発表で、attention 機構を用いた予測性能と解釈性の研究を紹介しました。" abstract: "Slides for the presentation of my doctoral dissertation (in Japanese).\nThe contents of the presentation are already published as the following papers:\n- Section 2: Kitada and Iyatomi IEEE Access'21. https://arxiv.org/abs/2009.12064\n- Section 3: Kitada and Iyatomi. Appl. Intell.'22. https://arxiv.org/abs/2104.08763\n- Section 4: Kitada et al. KDD'19. https://arxiv.org/abs/1905.07289\n- Section 5: Kitada et al. Appl. Sci.'22. https://arxiv.org/abs/2204.11588" date: "2023-03-24T12:00:00+09:00" date_end: "2023-03-24T12:00:00+09:00" diff --git a/content/event/kantocv-67th-cvpr-2026/index.md b/content/event/kantocv-67th-cvpr-2026/index.md index c1c0b5945a..2b76425dac 100644 --- a/content/event/kantocv-67th-cvpr-2026/index.md +++ b/content/event/kantocv-67th-cvpr-2026/index.md @@ -9,7 +9,7 @@ address: region: "Tokyo" postcode: "150-6140" country: "Japan" -summary: "デザイン素材収集と、Photoshopの操作履歴から学習した Vision and Language Model (VLM) によるツール呼び出しの計画・実行を組み合わせ、Agentic に複雑なレイヤー構造をもつ編集可能なデザインを生成する PSDesigner について紹介します。\n\n■ 第67回 コンピュータビジョン勉強会＠関東（前編）\nhttps://kantocv.connpass.com/event/397919/\n\n■ 登壇概要\nタイトル：PSDesigner: Automated Graphic Design with a Human-Like Creative Workflow" +summary: "CVPR 2026 論文読み会で、編集可能なデザインを生成する PSDesigner を紹介しました。" abstract: "デザイン素材収集と、Photoshopの操作履歴から学習した Vision and Language Model (VLM) によるツール呼び出しの計画・実行を組み合わせ、Agentic に複雑なレイヤー構造をもつ編集可能なデザインを生成する PSDesigner について紹介します。\n\n■ 第67回 コンピュータビジョン勉強会＠関東（前編）\nhttps://kantocv.connpass.com/event/397919/\n\n■ 登壇概要\nタイトル：PSDesigner: Automated Graphic Design with a Human-Like Creative Workflow" date: "2026-07-18T13:45:00+09:00" date_end: "2026-07-18T14:10:00+09:00" diff --git a/content/event/large-language-model-agent-a-survey-on-methodology-applications-and-challenges/index.md b/content/event/large-language-model-agent-a-survey-on-methodology-applications-and-challenges/index.md index 7ecf05e083..53595ef870 100644 --- a/content/event/large-language-model-agent-a-survey-on-methodology-applications-and-challenges/index.md +++ b/content/event/large-language-model-agent-a-survey-on-methodology-applications-and-challenges/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "大規模言語モデル（LLM）を搭載した「LLMエージェント」は、自律的な目標達成や動的な環境適応能力により、人工知能の新たなフロンティアを切り開いています 。本資料では、この急速に進化するLLMエージェントの全貌を、最新の包括的サーベイ論文「Large Language Model Agent: A Survey on Methodology, Applications and Challenges (Luo et al. - 2025)」 に基づき詳細に解説します。\n\n- 📝：https://arxiv.org/abs/2503.21460\n- 🐙：https://github.com/luo-junyu/Awesome-Agent-Papers" +summary: "LLM agent サーベイ論文をもとに、方法論・応用・課題を紹介しました。" abstract: "大規模言語モデル（LLM）を搭載した「LLMエージェント」は、自律的な目標達成や動的な環境適応能力により、人工知能の新たなフロンティアを切り開いています 。本資料では、この急速に進化するLLMエージェントの全貌を、最新の包括的サーベイ論文「Large Language Model Agent: A Survey on Methodology, Applications and Challenges (Luo et al. - 2025)」 に基づき詳細に解説します。\n\n- 📝：https://arxiv.org/abs/2503.21460\n- 🐙：https://github.com/luo-junyu/Awesome-Agent-Papers" date: "2025-05-28T12:00:00+09:00" date_end: "2025-05-28T12:00:00+09:00" diff --git a/content/event/learning-to-faithfully-rationalize-by-construction/index.md b/content/event/learning-to-faithfully-rationalize-by-construction/index.md index 7541863143..9d57db4c80 100644 --- a/content/event/learning-to-faithfully-rationalize-by-construction/index.md +++ b/content/event/learning-to-faithfully-rationalize-by-construction/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "“Attention is not Explanation” と “Attention is not not Explanation” の著者らによる夢のコラボレーション。本文から根拠を抽出してその根拠を元にタスクを解く新たな枠組みの提案。\n\n■ イベント：ACL2020オンライン読み会\nhttps://exawizards.connpass.com/event/184582/\n\n■ 登壇概要\nタイトル：Learning to Faithfully Rationalize by Construction" +summary: "ACL2020 オンライン読み会で、Learning to Faithfully Rationalize by Construction を紹介しました。" abstract: "“Attention is not Explanation” と “Attention is not not Explanation” の著者らによる夢のコラボレーション。本文から根拠を抽出してその根拠を元にタスクを解く新たな枠組みの提案。\n\n■ イベント：ACL2020オンライン読み会\nhttps://exawizards.connpass.com/event/184582/\n\n■ 登壇概要\nタイトル：Learning to Faithfully Rationalize by Construction" date: "2020-09-06T14:30:00+09:00" date_end: "2020-09-06T14:50:00+09:00" diff --git a/content/event/llm-nonei-bu-wocao-rubekutoru/index.md b/content/event/llm-nonei-bu-wocao-rubekutoru/index.md index c4f1f994cc..f60b1f82e0 100644 --- a/content/event/llm-nonei-bu-wocao-rubekutoru/index.md +++ b/content/event/llm-nonei-bu-wocao-rubekutoru/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "A Speaker Deck presentation about steering vectors for LLM internal representations." +summary: "LLM の内部表現を操作する steering vector について紹介しました。" abstract: "A Speaker Deck presentation about steering vectors for LLM internal representations." date: "2026-02-17T12:00:00+09:00" date_end: "2026-02-17T12:00:00+09:00" diff --git a/content/event/natural-language-autoencoders-produce-unsupervised-explanations-of-llm-activations/index.md b/content/event/natural-language-autoencoders-produce-unsupervised-explanations-of-llm-activations/index.md index 6dd19888e7..2cec883bf6 100644 --- a/content/event/natural-language-autoencoders-produce-unsupervised-explanations-of-llm-activations/index.md +++ b/content/event/natural-language-autoencoders-produce-unsupervised-explanations-of-llm-activations/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "大規模言語モデル（LLM）の内部状態は、高次元の活性化ベクトルとして表現されており、モデルの推論・判断・潜在的な認識に関する豊かな情報を含んでいます。本資料では、この不透明な内部表現を自然言語で読み解く新たな解釈可能性手法 Natural Language Autoencoders（NLA）について、Anthropicの研究論文「Natural Language Autoencoders Produce Unsupervised Explanations of LLM Activations（Fraser-Taliente, Kantamneni, Ong et al. - 2026）」に基づき、手法・評価・監査応用・限界を体系的に解説します。\n\n- 📝：https://transformer-circuits.pub/2026/nla/\n- 🐙：https://github.com/kitft/natural_language_autoencoders\n- 🌐：https://www.neuronpedia.org/nla" +summary: "Natural Language Autoencoders による LLM 活性化の自然言語説明を紹介しました。" abstract: "大規模言語モデル（LLM）の内部状態は、高次元の活性化ベクトルとして表現されており、モデルの推論・判断・潜在的な認識に関する豊かな情報を含んでいます。本資料では、この不透明な内部表現を自然言語で読み解く新たな解釈可能性手法 Natural Language Autoencoders（NLA）について、Anthropicの研究論文「Natural Language Autoencoders Produce Unsupervised Explanations of LLM Activations（Fraser-Taliente, Kantamneni, Ong et al. - 2026）」に基づき、手法・評価・監査応用・限界を体系的に解説します。\n\n- 📝：https://transformer-circuits.pub/2026/nla/\n- 🐙：https://github.com/kitft/natural_language_autoencoders\n- 🌐：https://www.neuronpedia.org/nla" date: "2026-06-05T12:00:00+09:00" date_end: "2026-06-05T12:00:00+09:00" diff --git a/content/event/stable-diffusion-3/index.md b/content/event/stable-diffusion-3/index.md index 6d6d0b8ab6..4b73c7aac9 100644 --- a/content/event/stable-diffusion-3/index.md +++ b/content/event/stable-diffusion-3/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "Stability.AI からこれまでの拡散モデルとは少し異なるパラダイムの新たな Text-to-Image モデル Stable Diffusion 3 (SD3) の提案について紹介します。\n\n一部 GIF アニメーションを用いた図があるため、オリジナルの Google Slide を参照していただくのをおすすめします: https://bit.ly/stable-diffusion-3-explained" +summary: "Stable Diffusion 3 の Rectified Flow Transformer による画像生成手法を紹介しました。" abstract: "Stability.AI からこれまでの拡散モデルとは少し異なるパラダイムの新たな Text-to-Image モデル Stable Diffusion 3 (SD3) の提案について紹介します。\n\n一部 GIF アニメーションを用いた図があるため、オリジナルの Google Slide を参照していただくのをおすすめします: https://bit.ly/stable-diffusion-3-explained" date: "2024-03-27T12:00:00+09:00" date_end: "2024-03-27T12:00:00+09:00" diff --git a/content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/index.md b/content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/index.md index 0218c308fb..c04a0fca10 100644 --- a/content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/index.md +++ b/content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "大規模言語モデル（LLM）に強化学習を組み合わせた「Agentic RL」は，自律的な意思決定や動的な環境適応能力により，人工知能の新たなフロンティアを切り開いています。本資料では，この急速に進化するAgentic RLの全体像を，最新の包括的サーベイ論文「Agentic Reinforcement Learning: A Survey（2025）」に基づき詳細に解説します。\n\n- 📝：https://arxiv.org/abs/2509.02547\n- 🐙：https://github.com/xhyumiracle/Awesome-AgenticLLM-RL-Papers" +summary: "Agentic Reinforcement Learning for LLMs のサーベイ論文を紹介しました。" abstract: "大規模言語モデル（LLM）に強化学習を組み合わせた「Agentic RL」は，自律的な意思決定や動的な環境適応能力により，人工知能の新たなフロンティアを切り開いています。本資料では，この急速に進化するAgentic RLの全体像を，最新の包括的サーベイ論文「Agentic Reinforcement Learning: A Survey（2025）」に基づき詳細に解説します。\n\n- 📝：https://arxiv.org/abs/2509.02547\n- 🐙：https://github.com/xhyumiracle/Awesome-AgenticLLM-RL-Papers" date: "2026-04-01T12:00:00+09:00" date_end: "2026-04-01T12:00:00+09:00" From 838803f161dbd1003793f6458a970ff87502648e Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Mon, 17 Aug 2026 09:47:16 +0900 Subject: [PATCH 06/16] fix: refine talk summary wording Co-authored-by: Codex --- content/event/can-we-reliably-control-llms/index.md | 2 +- .../index.md | 2 +- .../index.md | 2 +- .../index.md | 2 +- content/event/kantocv-67th-cvpr-2026/index.md | 2 +- .../index.md | 2 +- .../learning-to-faithfully-rationalize-by-construction/index.md | 2 +- content/event/llm-nonei-bu-wocao-rubekutoru/index.md | 2 +- .../index.md | 2 +- content/event/stable-diffusion-3/index.md | 2 +- .../index.md | 2 +- 11 files changed, 11 insertions(+), 11 deletions(-) diff --git a/content/event/can-we-reliably-control-llms/index.md b/content/event/can-we-reliably-control-llms/index.md index c1eb867e92..f78874a866 100644 --- a/content/event/can-we-reliably-control-llms/index.md +++ b/content/event/can-we-reliably-control-llms/index.md @@ -9,7 +9,7 @@ address: region: "Tokyo" postcode: "150-6228" country: "Japan" -summary: "NLP2026 参加報告会で、LLM steering/intervention の信頼性と限界を紹介しました。" +summary: "NLP2026 参加報告会で、大規模言語モデルの応答を調整する技術の信頼性と限界を発表。" abstract: "大規模言語モデル（LLM）に対する内部介入（steering / intervention）は、重み更新を伴わずに推論時の振る舞いを制御できる手法として、近年急速に注目を集めています。本発表では、この軽量かつ柔軟な制御パラダイムの可能性と限界について、言語処理学会 2026 における関連研究を体系的に整理しながら概観します。特に、北田+「ステアリングベクトルは日本語LLMを堅牢に制御できるか？」を中心に、評価・安全性・多言語制御・表現学習といった観点から、内部介入がどこまで信頼できる制御として機能するのかを議論します。\n\n■【Sansan × IVRy】NLP2026 参加報告会\nhttps://sansan.connpass.com/event/388590/ \n\n■ 登壇概要\nタイトル：その LLM 制御、本当に信頼できますか？\n\n■ 言語処理学会第32回年次大会(NLP2026)\nhttps://www.anlp.jp/nlp2026/ \n\n■ 北田+ \"ステアリングベクトルは日本語 LLM を堅牢に制御できるか？\"\nhttps://www.anlp.jp/proceedings/annual_meeting/2026/pdf_dir/B1-13.pdf" date: "2026-04-21T19:45:00+09:00" date_end: "2026-04-21T19:55:00+09:00" diff --git a/content/event/from-fragment-to-one-piece-a-survey-on-ai-driven-graphic-design/index.md b/content/event/from-fragment-to-one-piece-a-survey-on-ai-driven-graphic-design/index.md index bb4e35d99f..9df73da575 100644 --- a/content/event/from-fragment-to-one-piece-a-survey-on-ai-driven-graphic-design/index.md +++ b/content/event/from-fragment-to-one-piece-a-survey-on-ai-driven-graphic-design/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "AI-driven graphic design のサーベイ論文をもとに、研究潮流を紹介しました。" +summary: "AI を使ったグラフィックデザイン研究の生成・編集・評価の動向を紹介。" abstract: "AI技術はグラフィックデザインの領域に革命をもたらし、クリエイティブなプロセスを根本から変えようとしています。かつてはタイポグラフィやレイアウトなど個々の要素を扱う断片的な研究が主流でしたが、近年の大規模言語モデル（LLM）やマルチモーダル技術の進化は、デザイン全体を統合的に扱う新たな潮流を生み出しています。\n\n本発表では、この急速に進化するAI駆動グラフィックデザイン（AIGD）の全貌を、最新の包括的サーベイ論文「From Fragment to One Piece: A Survey on AI-Driven Graphic Design (Zou et al. - 2025)」 に基づき詳細に解説します。\n\n- 📝：https://arxiv.org/abs/2507.17202" date: "2025-08-31T12:00:00+09:00" date_end: "2025-08-31T12:00:00+09:00" diff --git a/content/event/human-attention-maps-for-text-classification-do-humans-and-neural-networks-focus-on-the-same-words/index.md b/content/event/human-attention-maps-for-text-classification-do-humans-and-neural-networks-focus-on-the-same-words/index.md index 7feb683244..ca97ec3e88 100644 --- a/content/event/human-attention-maps-for-text-classification-do-humans-and-neural-networks-focus-on-the-same-words/index.md +++ b/content/event/human-attention-maps-for-text-classification-do-humans-and-neural-networks-focus-on-the-same-words/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "ACL 2020 オンラインLT会で、Human Attention Maps 論文を紹介しました。" +summary: "ACL 2020 オンラインLT会で、人間とモデルの注目箇所を比較する研究を紹介。" abstract: "人手によってアノテーションしたattention mapを元に、深層学習モデルのattention mapと比較分析を行った。\n\n■ イベント：ACL 2020 オンラインLT会 \nhttps://nlpaper-challenge.connpass.com/event/185240/\n\n■ 登壇概要\nタイトル：Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words?" date: "2020-08-17T20:10:00+09:00" date_end: "2020-08-17T20:30:00+09:00" diff --git a/content/event/improving-prediction-performance-and-model-interpretability-through-attention-mechanisms-from-basic-and-applied-research-perspectives-presentation-for-doctoral-dissertation/index.md b/content/event/improving-prediction-performance-and-model-interpretability-through-attention-mechanisms-from-basic-and-applied-research-perspectives-presentation-for-doctoral-dissertation/index.md index 38d728fb1e..a8443031f2 100644 --- a/content/event/improving-prediction-performance-and-model-interpretability-through-attention-mechanisms-from-basic-and-applied-research-perspectives-presentation-for-doctoral-dissertation/index.md +++ b/content/event/improving-prediction-performance-and-model-interpretability-through-attention-mechanisms-from-basic-and-applied-research-perspectives-presentation-for-doctoral-dissertation/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "博士論文発表で、attention 機構を用いた予測性能と解釈性の研究を紹介しました。" +summary: "博士論文発表で、モデルがどこを重視するかを使った予測と解釈の研究を発表。" abstract: "Slides for the presentation of my doctoral dissertation (in Japanese).\nThe contents of the presentation are already published as the following papers:\n- Section 2: Kitada and Iyatomi IEEE Access'21. https://arxiv.org/abs/2009.12064\n- Section 3: Kitada and Iyatomi. Appl. Intell.'22. https://arxiv.org/abs/2104.08763\n- Section 4: Kitada et al. KDD'19. https://arxiv.org/abs/1905.07289\n- Section 5: Kitada et al. Appl. Sci.'22. https://arxiv.org/abs/2204.11588" date: "2023-03-24T12:00:00+09:00" date_end: "2023-03-24T12:00:00+09:00" diff --git a/content/event/kantocv-67th-cvpr-2026/index.md b/content/event/kantocv-67th-cvpr-2026/index.md index 2b76425dac..60b3680d50 100644 --- a/content/event/kantocv-67th-cvpr-2026/index.md +++ b/content/event/kantocv-67th-cvpr-2026/index.md @@ -9,7 +9,7 @@ address: region: "Tokyo" postcode: "150-6140" country: "Japan" -summary: "CVPR 2026 論文読み会で、編集可能なデザインを生成する PSDesigner を紹介しました。" +summary: "CVPR 2026 論文読み会で、生成後も要素を編集できるデザイン生成手法を紹介。" abstract: "デザイン素材収集と、Photoshopの操作履歴から学習した Vision and Language Model (VLM) によるツール呼び出しの計画・実行を組み合わせ、Agentic に複雑なレイヤー構造をもつ編集可能なデザインを生成する PSDesigner について紹介します。\n\n■ 第67回 コンピュータビジョン勉強会＠関東（前編）\nhttps://kantocv.connpass.com/event/397919/\n\n■ 登壇概要\nタイトル：PSDesigner: Automated Graphic Design with a Human-Like Creative Workflow" date: "2026-07-18T13:45:00+09:00" date_end: "2026-07-18T14:10:00+09:00" diff --git a/content/event/large-language-model-agent-a-survey-on-methodology-applications-and-challenges/index.md b/content/event/large-language-model-agent-a-survey-on-methodology-applications-and-challenges/index.md index 53595ef870..bff2dfc835 100644 --- a/content/event/large-language-model-agent-a-survey-on-methodology-applications-and-challenges/index.md +++ b/content/event/large-language-model-agent-a-survey-on-methodology-applications-and-challenges/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "LLM agent サーベイ論文をもとに、方法論・応用・課題を紹介しました。" +summary: "大規模言語モデルが道具を使って課題を進める仕組みと課題を紹介。" abstract: "大規模言語モデル（LLM）を搭載した「LLMエージェント」は、自律的な目標達成や動的な環境適応能力により、人工知能の新たなフロンティアを切り開いています 。本資料では、この急速に進化するLLMエージェントの全貌を、最新の包括的サーベイ論文「Large Language Model Agent: A Survey on Methodology, Applications and Challenges (Luo et al. - 2025)」 に基づき詳細に解説します。\n\n- 📝：https://arxiv.org/abs/2503.21460\n- 🐙：https://github.com/luo-junyu/Awesome-Agent-Papers" date: "2025-05-28T12:00:00+09:00" date_end: "2025-05-28T12:00:00+09:00" diff --git a/content/event/learning-to-faithfully-rationalize-by-construction/index.md b/content/event/learning-to-faithfully-rationalize-by-construction/index.md index 9d57db4c80..20d7cc18a1 100644 --- a/content/event/learning-to-faithfully-rationalize-by-construction/index.md +++ b/content/event/learning-to-faithfully-rationalize-by-construction/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "ACL2020 オンライン読み会で、Learning to Faithfully Rationalize by Construction を紹介しました。" +summary: "ACL2020 オンライン読み会で、モデルが予測根拠を忠実に示す手法を紹介。" abstract: "“Attention is not Explanation” と “Attention is not not Explanation” の著者らによる夢のコラボレーション。本文から根拠を抽出してその根拠を元にタスクを解く新たな枠組みの提案。\n\n■ イベント：ACL2020オンライン読み会\nhttps://exawizards.connpass.com/event/184582/\n\n■ 登壇概要\nタイトル：Learning to Faithfully Rationalize by Construction" date: "2020-09-06T14:30:00+09:00" date_end: "2020-09-06T14:50:00+09:00" diff --git a/content/event/llm-nonei-bu-wocao-rubekutoru/index.md b/content/event/llm-nonei-bu-wocao-rubekutoru/index.md index f60b1f82e0..f512100129 100644 --- a/content/event/llm-nonei-bu-wocao-rubekutoru/index.md +++ b/content/event/llm-nonei-bu-wocao-rubekutoru/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "LLM の内部表現を操作する steering vector について紹介しました。" +summary: "大規模言語モデル内部の情報を調整して、応答の傾向を制御する手法を紹介。" abstract: "A Speaker Deck presentation about steering vectors for LLM internal representations." date: "2026-02-17T12:00:00+09:00" date_end: "2026-02-17T12:00:00+09:00" diff --git a/content/event/natural-language-autoencoders-produce-unsupervised-explanations-of-llm-activations/index.md b/content/event/natural-language-autoencoders-produce-unsupervised-explanations-of-llm-activations/index.md index 2cec883bf6..77b8f8aecf 100644 --- a/content/event/natural-language-autoencoders-produce-unsupervised-explanations-of-llm-activations/index.md +++ b/content/event/natural-language-autoencoders-produce-unsupervised-explanations-of-llm-activations/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "Natural Language Autoencoders による LLM 活性化の自然言語説明を紹介しました。" +summary: "大規模言語モデルが入力に反応する理由を自然言語で説明する手法を紹介。" abstract: "大規模言語モデル（LLM）の内部状態は、高次元の活性化ベクトルとして表現されており、モデルの推論・判断・潜在的な認識に関する豊かな情報を含んでいます。本資料では、この不透明な内部表現を自然言語で読み解く新たな解釈可能性手法 Natural Language Autoencoders（NLA）について、Anthropicの研究論文「Natural Language Autoencoders Produce Unsupervised Explanations of LLM Activations（Fraser-Taliente, Kantamneni, Ong et al. - 2026）」に基づき、手法・評価・監査応用・限界を体系的に解説します。\n\n- 📝：https://transformer-circuits.pub/2026/nla/\n- 🐙：https://github.com/kitft/natural_language_autoencoders\n- 🌐：https://www.neuronpedia.org/nla" date: "2026-06-05T12:00:00+09:00" date_end: "2026-06-05T12:00:00+09:00" diff --git a/content/event/stable-diffusion-3/index.md b/content/event/stable-diffusion-3/index.md index 4b73c7aac9..31dafdb983 100644 --- a/content/event/stable-diffusion-3/index.md +++ b/content/event/stable-diffusion-3/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "Stable Diffusion 3 の Rectified Flow Transformer による画像生成手法を紹介しました。" +summary: "Stable Diffusion 3 が文章から画像を生成する仕組みを紹介。" abstract: "Stability.AI からこれまでの拡散モデルとは少し異なるパラダイムの新たな Text-to-Image モデル Stable Diffusion 3 (SD3) の提案について紹介します。\n\n一部 GIF アニメーションを用いた図があるため、オリジナルの Google Slide を参照していただくのをおすすめします: https://bit.ly/stable-diffusion-3-explained" date: "2024-03-27T12:00:00+09:00" date_end: "2024-03-27T12:00:00+09:00" diff --git a/content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/index.md b/content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/index.md index c04a0fca10..f1183a7bdd 100644 --- a/content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/index.md +++ b/content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "Agentic Reinforcement Learning for LLMs のサーベイ論文を紹介しました。" +summary: "LLM が試行錯誤から行動を学ぶ強化学習手法と課題を紹介。" abstract: "大規模言語モデル（LLM）に強化学習を組み合わせた「Agentic RL」は，自律的な意思決定や動的な環境適応能力により，人工知能の新たなフロンティアを切り開いています。本資料では，この急速に進化するAgentic RLの全体像を，最新の包括的サーベイ論文「Agentic Reinforcement Learning: A Survey（2025）」に基づき詳細に解説します。\n\n- 📝：https://arxiv.org/abs/2509.02547\n- 🐙：https://github.com/xhyumiracle/Awesome-AgenticLLM-RL-Papers" date: "2026-04-01T12:00:00+09:00" date_end: "2026-04-01T12:00:00+09:00" From de355d857cea21de1d4ea63692e06bd22b408752 Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Mon, 17 Aug 2026 10:00:33 +0900 Subject: [PATCH 07/16] docs: route talks sync through AGENTS Co-authored-by: Codex --- AGENTS.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/AGENTS.md b/AGENTS.md index 5765f12c6d..63d6b78b06 100644 --- a/AGENTS.md +++ b/AGENTS.md @@ -34,7 +34,8 @@ shunk031.me (Hugo 製個人サイト) のエージェント向け作業ガイド ## スキル (定型作業) - 置き場所: `.agents/skills/` が source of truth です。`.claude/skills` はここへの symlink で、Claude Code からも同じスキルが見えます。ツール固有のスキルを重複して作らないでください。 -- 対応表: event ページの追加は `hugo-event-intake`、publication のサムネイル生成は `hugo-publication-thumbnail`、ポスターの Projects 登録は `hugo-poster-project-sync`、採択・発表 news の同期は `hugo-conference-news-sync` を使ってください。呼び出しコマンドは各 `SKILL.md` を参照し、conference news 同期は top-level の `scripts/sync_conference_news.py` を使います (スキル配下に同名スクリプトがあっても top-level 版が正です)。 +- 対応表: Recent & Upcoming Talks の更新・外部ソース差分確認・talks 同期は `hugo-talks-sync` を先に使い、候補の event ページ作成は `hugo-event-intake` に渡してください。 +- 単発の event ページ追加は `hugo-event-intake`、publication のサムネイル生成は `hugo-publication-thumbnail`、ポスターの Projects 登録は `hugo-poster-project-sync`、採択・発表 news の同期は `hugo-conference-news-sync` を使ってください。呼び出しコマンドは各 `SKILL.md` を参照し、conference news 同期は top-level の `scripts/sync_conference_news.py` を使います (スキル配下に同名スクリプトがあっても top-level 版が正です)。 ## リンク切れの運用 From 97b1daa2baa5910de9007a5d47d3f8ebb7260aa8 Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Mon, 17 Aug 2026 10:38:39 +0900 Subject: [PATCH 08/16] docs: clarify talks sync skill route Co-authored-by: Codex --- AGENTS.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/AGENTS.md b/AGENTS.md index 63d6b78b06..b4940854c6 100644 --- a/AGENTS.md +++ b/AGENTS.md @@ -34,7 +34,7 @@ shunk031.me (Hugo 製個人サイト) のエージェント向け作業ガイド ## スキル (定型作業) - 置き場所: `.agents/skills/` が source of truth です。`.claude/skills` はここへの symlink で、Claude Code からも同じスキルが見えます。ツール固有のスキルを重複して作らないでください。 -- 対応表: Recent & Upcoming Talks の更新・外部ソース差分確認・talks 同期は `hugo-talks-sync` を先に使い、候補の event ページ作成は `hugo-event-intake` に渡してください。 +- 対応表: Recent & Upcoming Talks の更新・外部ソース差分確認・talks 同期は `hugo-talks-sync` skill を先に使い、候補の event ページ作成は `hugo-event-intake` に渡してください。 - 単発の event ページ追加は `hugo-event-intake`、publication のサムネイル生成は `hugo-publication-thumbnail`、ポスターの Projects 登録は `hugo-poster-project-sync`、採択・発表 news の同期は `hugo-conference-news-sync` を使ってください。呼び出しコマンドは各 `SKILL.md` を参照し、conference news 同期は top-level の `scripts/sync_conference_news.py` を使います (スキル配下に同名スクリプトがあっても top-level 版が正です)。 ## リンク切れの運用 From 3e0963047a84e69c4e64ce8ec12915b491d4f0f8 Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Mon, 17 Aug 2026 10:42:16 +0900 Subject: [PATCH 09/16] docs: label repo skills in AGENTS Co-authored-by: Codex --- AGENTS.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/AGENTS.md b/AGENTS.md index b4940854c6..2453ab4630 100644 --- a/AGENTS.md +++ b/AGENTS.md @@ -34,8 +34,8 @@ shunk031.me (Hugo 製個人サイト) のエージェント向け作業ガイド ## スキル (定型作業) - 置き場所: `.agents/skills/` が source of truth です。`.claude/skills` はここへの symlink で、Claude Code からも同じスキルが見えます。ツール固有のスキルを重複して作らないでください。 -- 対応表: Recent & Upcoming Talks の更新・外部ソース差分確認・talks 同期は `hugo-talks-sync` skill を先に使い、候補の event ページ作成は `hugo-event-intake` に渡してください。 -- 単発の event ページ追加は `hugo-event-intake`、publication のサムネイル生成は `hugo-publication-thumbnail`、ポスターの Projects 登録は `hugo-poster-project-sync`、採択・発表 news の同期は `hugo-conference-news-sync` を使ってください。呼び出しコマンドは各 `SKILL.md` を参照し、conference news 同期は top-level の `scripts/sync_conference_news.py` を使います (スキル配下に同名スクリプトがあっても top-level 版が正です)。 +- 対応表: Recent & Upcoming Talks の更新・外部ソース差分確認・talks 同期は `hugo-talks-sync` skill を先に使い、候補の event ページ作成は `hugo-event-intake` skill に渡してください。 +- 単発の event ページ追加は `hugo-event-intake` skill、publication のサムネイル生成は `hugo-publication-thumbnail` skill、ポスターの Projects 登録は `hugo-poster-project-sync` skill、採択・発表 news の同期は `hugo-conference-news-sync` skill を使ってください。呼び出しコマンドは各 skill の `SKILL.md` を参照し、conference news 同期は top-level の `scripts/sync_conference_news.py` を使います (スキル配下に同名スクリプトがあっても top-level 版が正です)。 ## リンク切れの運用 From 78070de89062c5039d937ef211e6a125105d8ab7 Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Mon, 17 Aug 2026 10:49:48 +0900 Subject: [PATCH 10/16] docs: move agent badge into README section Co-authored-by: Codex --- README.md | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 4c29329059..680736e5a0 100644 --- a/README.md +++ b/README.md @@ -7,9 +7,6 @@ [![Actions Status](https://github.com/shunk031/shunk031.github.io/workflows/Page%20Build/badge.svg)](https://github.com/shunk031/shunk031.github.io/actions?query=workflow%3A%22Page+Build%22) [![Check Broken Links](https://github.com/shunk031/shunk031.github.io/actions/workflows/lychee-prune.yml/badge.svg)](https://github.com/shunk031/shunk031.github.io/actions/workflows/lychee-prune.yml) -[![gohugoio/hugo](https://img.shields.io/github/v/tag/gohugoio/hugo?color=FF4088&display_name=release&label=gohugoio/hugo&logo=hugo&logoColor=FF4088&sort=semver)](https://github.com/gohugoio/hugo) -[![HugoBlox/hugo-blox-builder](https://img.shields.io/github/v/tag/HugoBlox/hugo-blox-builder?color=0694cb&display_name=release&label=HugoBlox&logo=hugo&logoColor=0694cb&sort=semver)](https://github.com/HugoBlox/hugo-blox-builder) - [Hugo Academic](https://github.com/gcushen/hugo-academic) + GitHub Pages based on [Starter Hugo Academic](https://github.com/wowchemy/starter-hugo-academic). @@ -120,6 +117,8 @@ This script will: ## 🤖 For coding agents +[![Read AGENTS.md before modifying this repository](https://img.shields.io/badge/Agent-AGENTS.md-0A66C2)](AGENTS.md) + Claude Code や Codex などのエージェントで作業する場合は、リポジトリ固有の作業規約をまとめた [AGENTS.md](AGENTS.md) を参照してください (`CLAUDE.md` は AGENTS.md への symlink です)。 ## 📝 License From ce9d8725c7f1d023a54aae48348e7a27553721dd Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Mon, 17 Aug 2026 10:57:12 +0900 Subject: [PATCH 11/16] revert: restore README badges Co-authored-by: Codex --- README.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 680736e5a0..4c29329059 100644 --- a/README.md +++ b/README.md @@ -7,6 +7,9 @@ [![Actions Status](https://github.com/shunk031/shunk031.github.io/workflows/Page%20Build/badge.svg)](https://github.com/shunk031/shunk031.github.io/actions?query=workflow%3A%22Page+Build%22) [![Check Broken Links](https://github.com/shunk031/shunk031.github.io/actions/workflows/lychee-prune.yml/badge.svg)](https://github.com/shunk031/shunk031.github.io/actions/workflows/lychee-prune.yml) +[![gohugoio/hugo](https://img.shields.io/github/v/tag/gohugoio/hugo?color=FF4088&display_name=release&label=gohugoio/hugo&logo=hugo&logoColor=FF4088&sort=semver)](https://github.com/gohugoio/hugo) +[![HugoBlox/hugo-blox-builder](https://img.shields.io/github/v/tag/HugoBlox/hugo-blox-builder?color=0694cb&display_name=release&label=HugoBlox&logo=hugo&logoColor=0694cb&sort=semver)](https://github.com/HugoBlox/hugo-blox-builder) + [Hugo Academic](https://github.com/gcushen/hugo-academic) + GitHub Pages based on [Starter Hugo Academic](https://github.com/wowchemy/starter-hugo-academic). @@ -117,8 +120,6 @@ This script will: ## 🤖 For coding agents -[![Read AGENTS.md before modifying this repository](https://img.shields.io/badge/Agent-AGENTS.md-0A66C2)](AGENTS.md) - Claude Code や Codex などのエージェントで作業する場合は、リポジトリ固有の作業規約をまとめた [AGENTS.md](AGENTS.md) を参照してください (`CLAUDE.md` は AGENTS.md への symlink です)。 ## 📝 License From 515275b877e9de2cb8de6c716557bbf2ce37f2cc Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Mon, 17 Aug 2026 11:18:14 +0900 Subject: [PATCH 12/16] feat: show event source links with slides Co-authored-by: Codex --- .../scripts/hugo_event_intake.py | 29 ++- .../partials/functions/has_attachments.html | 23 +++ layouts/partials/page_links.html | 179 ++++++++++++++++++ tests/test_hugo_event_intake.py | 26 +++ 4 files changed, 251 insertions(+), 6 deletions(-) create mode 100644 layouts/partials/functions/has_attachments.html create mode 100644 layouts/partials/page_links.html diff --git a/.agents/skills/hugo-event-intake/scripts/hugo_event_intake.py b/.agents/skills/hugo-event-intake/scripts/hugo_event_intake.py index 238c3c1775..5afaa509db 100644 --- a/.agents/skills/hugo-event-intake/scripts/hugo_event_intake.py +++ b/.agents/skills/hugo-event-intake/scripts/hugo_event_intake.py @@ -540,6 +540,15 @@ def derive_slug( return "event-entry" +def link_label_for_event_url(url: str) -> str: + host = urlsplit(url).netloc.lower() + if host.endswith("connpass.com"): + return "Connpass" + if host.endswith("confit.atlas.jp"): + return "Confit" + return "Event" + + def build_body_markdown( spec: EventSpec, *, description: str, speakerdeck_source: SourceInfo | None ) -> str: @@ -562,19 +571,27 @@ def build_body_markdown( return "\n".join(part.rstrip() for part in parts if part.strip()) + "\n" links = [] + seen_urls: set[str] = set() + + def add_link(name: str, url: str) -> None: + if not url or url in seen_urls: + return + links.append((name, url)) + seen_urls.add(url) + if spec.event_url: - links.append(("Event", spec.event_url)) + add_link(link_label_for_event_url(spec.event_url), spec.event_url) if spec.url_slides: - links.append(("Slides", spec.url_slides)) + add_link("Slides", spec.url_slides) if spec.url_pdf: - links.append(("PDF", spec.url_pdf)) + add_link("PDF", spec.url_pdf) if spec.url_video: - links.append(("Video", spec.url_video)) + add_link("Video", spec.url_video) if spec.url_code: - links.append(("Code", spec.url_code)) + add_link("Code", spec.url_code) if spec.links: for link in spec.links: - links.append((link["name"], link["url"])) + add_link(link["name"], link["url"]) if links: parts.append( "## Links\n\n" diff --git a/layouts/partials/functions/has_attachments.html b/layouts/partials/functions/has_attachments.html new file mode 100644 index 0000000000..3cc33aba43 --- /dev/null +++ b/layouts/partials/functions/has_attachments.html @@ -0,0 +1,23 @@ +{{/* Return true if the page has attachments or link buttons to display. */}} + +{{ $page := . }} + +{{ $pdf_link := false }} +{{/* Prevent Hugo warning ".File.ContentBaseName on zero object." for content not backed by a Markdown file, */}} +{{/* such as auto-generated taxonomy pages, and sections without an explicit index file. */}} +{{/* The file check is required when called from `_default/list.html`, the fallback list view for the above cases. */}} +{{ with $page.File }} + {{ $slug := $page.File.ContentBaseName }} + {{ $resource := $page.Resources.GetMatch (printf "%s.pdf" $slug) }} + {{ with $resource }} + {{ $pdf_link = true }} + {{ end }} +{{ end }} + +{{ $cite_link := false }} +{{ $resource := $page.Resources.GetMatch "cite.bib" }} +{{ with $resource }} + {{ $cite_link = true }} +{{ end }} + +{{ return ($cite_link | or $pdf_link | or .Params.url_preprint | or .Params.url_pdf | or .Params.url_slides | or .Params.url_video | or .Params.url_source | or .Params.url_code | or .Params.url_dataset | or .Params.url_poster | or .Params.url_project | or .Params.event_url | or .Params.doi | or .Params.links | or .Params.projects | or .Params.slides) }} diff --git a/layouts/partials/page_links.html b/layouts/partials/page_links.html new file mode 100644 index 0000000000..c47c80e9b1 --- /dev/null +++ b/layouts/partials/page_links.html @@ -0,0 +1,179 @@ +{{ $is_list := .is_list }} +{{ $page := .page }} +{{ $link := "" }} + +{{/* ***** TODO: Deprecate `url_preprint` in favour of `url_pdf` given there's now a dedicated "Preprint" pub. type. ***** */}} +{{ with $page.Params.url_preprint }} + {{ $resource := $page.Resources.GetMatch . }} + {{ if $resource }} + {{ $link = $resource.RelPermalink }} + {{ else }} + {{ $link = . | relURL }} + {{ end }} + + {{ i18n "btn_preprint" }} + +{{ end }} +{{ $pdf := "" }} +{{ $resource := $page.Resources.GetMatch (printf "%s.pdf" $page.File.ContentBaseName) }} +{{ with $resource }} + {{ $pdf = .RelPermalink }} +{{ else }} + {{ if $page.Params.url_pdf }} + {{ $pdf = $page.Params.url_pdf | relURL }} + {{ end }} +{{ end }} + +{{ with $pdf }} + + {{ i18n "btn_pdf" }} + +{{ end }} +{{ $resource := $page.Resources.GetMatch "cite.bib" }} +{{ with $resource }} + + {{ i18n "btn_cite" }} + +{{ end }} +{{ with $page.Params.url_code }} + {{ $resource := $page.Resources.GetMatch . }} + {{ if $resource }} + {{ $link = $resource.RelPermalink }} + {{ else }} + {{ $link = . | relURL }} + {{ end }} + + {{ i18n "btn_code" }} + +{{ end }} +{{ with $page.Params.url_dataset }} + {{ $resource := $page.Resources.GetMatch . }} + {{ if $resource }} + {{ $link = $resource.RelPermalink }} + {{ else }} + {{ $link = . | relURL }} + {{ end }} + + {{ i18n "btn_dataset" }} + +{{ end }} +{{ if $page.Params.projects }} +{{ range $page.Params.projects }} + {{ with (site.GetPage (printf "project/%s" .)) }} + + {{ i18n "btn_project" }} + + {{ else }} + {{/* errorf "The `projects` parameter in `content/%s` references a project file, `content/project/%s`, which cannot be found. Please either set `projects = []` or fix the reference." $page.File.Path . */}} + {{ end }} +{{ end }} +{{ else }} +{{ with $page.Params.url_project }} + + {{ i18n "btn_project" }} + +{{ end }} +{{ end }} +{{ with $page.Params.url_poster }} + {{ $resource := $page.Resources.GetMatch . }} + {{ if $resource }} + {{ $link = $resource.RelPermalink }} + {{ else }} + {{ $link = . | relURL }} + {{ end }} + + {{ i18n "btn_poster" }} + +{{ end }} +{{ if $page.Params.slides }} + {{ with (site.GetPage (printf "slides/%s" $page.Params.slides)) }} + + {{ i18n "btn_slides" }} + + {{ end }} +{{ else }} +{{ with $page.Params.url_slides }} + {{ $resource := $page.Resources.GetMatch . }} + {{ if $resource }} + {{ $link = $resource.RelPermalink }} + {{ else }} + {{ $link = . | relURL }} + {{ end }} + + {{ i18n "btn_slides" }} + +{{ end }} +{{ end }} +{{ with $page.Params.url_video }} + {{ $resource := $page.Resources.GetMatch . }} + {{ if $resource }} + {{ $link = $resource.RelPermalink }} + {{ else }} + {{ $link = . | relURL }} + {{ end }} + + {{ i18n "btn_video" }} + +{{ end }} +{{ with $page.Params.url_source }} + {{ $resource := $page.Resources.GetMatch . }} + {{ if $resource }} + {{ $link = $resource.RelPermalink }} + {{ else }} + {{ $link = . | relURL }} + {{ end }} + + {{ i18n "btn_source" }} + +{{ end }} +{{ with $page.Params.doi }} + + DOI + +{{ end }} +{{ with $page.Params.event_url }} + {{ $event_url := . }} + {{ $show_event_url := true }} + {{ range $page.Params.links }} + {{ if eq (.url | default "") $event_url }} + {{ $show_event_url = false }} + {{ end }} + {{ end }} + {{ if $show_event_url }} + {{ $event_host := (urls.Parse $event_url).Host | lower }} + {{ $event_label := "Event" }} + {{ if in $event_host "connpass.com" }} + {{ $event_label = "Connpass" }} + {{ else if in $event_host "confit.atlas.jp" }} + {{ $event_label = "Confit" }} + {{ end }} + + {{ $event_label }} + + {{ end }} +{{ end }} +{{ range $page.Params.links }} + {{ $pack := or .icon_pack "fas" }} + {{ $pack_prefix := $pack }} + {{ if in (slice "fab" "fas" "far" "fal") $pack }} + {{ $pack_prefix = "fa" }} + {{ end }} + {{ $link := .url | default "" }} + {{ $scheme := (urls.Parse $link).Scheme }} + {{ $target := "" }} + {{ if not $scheme }} + {{ $resource := $page.Resources.GetMatch $link }} + {{ if $resource }} + {{ $link = $resource.RelPermalink }} + {{ else }} + {{ $link = $link | relURL }} + {{ end }} + {{ else if in (slice "http" "https") $scheme }} + {{ $target = "target=\"_blank\" rel=\"noopener\"" }} + {{ end }} + + {{ if .icon }}{{end}} + {{- with .name }}{{ . | safeHTML }}{{ end -}} + +{{ end }} diff --git a/tests/test_hugo_event_intake.py b/tests/test_hugo_event_intake.py index 7144031cea..97ffcf2009 100644 --- a/tests/test_hugo_event_intake.py +++ b/tests/test_hugo_event_intake.py @@ -246,6 +246,32 @@ def fake_download(url: str): assert (output_path.parent / "featured.jpg").read_bytes() == b"JPEGDATA" +def test_build_body_labels_event_url_by_source_and_deduplicates_links() -> None: + module = load_module() + spec = module.EventSpec( + slug="pydata-tokyo", + event="PyData Tokyo #1", + event_url="https://pydata-tokyo.connpass.com/event/123456/", + url_slides="https://speakerdeck.com/shunk031/practical-ml", + links=[ + { + "name": "Connpass", + "url": "https://pydata-tokyo.connpass.com/event/123456/", + } + ], + ) + + body = module.build_body_markdown( + spec, + description="Practical ML talk.", + speakerdeck_source=None, + ) + + assert "- [Connpass](https://pydata-tokyo.connpass.com/event/123456/)" in body + assert "- [Slides](https://speakerdeck.com/shunk031/practical-ml)" in body + assert body.count("https://pydata-tokyo.connpass.com/event/123456/") == 1 + + def test_write_event_generates_thumbnail_from_pdf(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> None: module = load_module() repo_root = tmp_path / "repo" From 64e6909c51f37dc6ebeaaed06e304d15e454fe19 Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Mon, 17 Aug 2026 11:18:49 +0900 Subject: [PATCH 13/16] revert: remove event link template override Co-authored-by: Codex --- .../partials/functions/has_attachments.html | 23 --- layouts/partials/page_links.html | 179 ------------------ 2 files changed, 202 deletions(-) delete mode 100644 layouts/partials/functions/has_attachments.html delete mode 100644 layouts/partials/page_links.html diff --git a/layouts/partials/functions/has_attachments.html b/layouts/partials/functions/has_attachments.html deleted file mode 100644 index 3cc33aba43..0000000000 --- a/layouts/partials/functions/has_attachments.html +++ /dev/null @@ -1,23 +0,0 @@ -{{/* Return true if the page has attachments or link buttons to display. */}} - -{{ $page := . }} - -{{ $pdf_link := false }} -{{/* Prevent Hugo warning ".File.ContentBaseName on zero object." for content not backed by a Markdown file, */}} -{{/* such as auto-generated taxonomy pages, and sections without an explicit index file. */}} -{{/* The file check is required when called from `_default/list.html`, the fallback list view for the above cases. */}} -{{ with $page.File }} - {{ $slug := $page.File.ContentBaseName }} - {{ $resource := $page.Resources.GetMatch (printf "%s.pdf" $slug) }} - {{ with $resource }} - {{ $pdf_link = true }} - {{ end }} -{{ end }} - -{{ $cite_link := false }} -{{ $resource := $page.Resources.GetMatch "cite.bib" }} -{{ with $resource }} - {{ $cite_link = true }} -{{ end }} - -{{ return ($cite_link | or $pdf_link | or .Params.url_preprint | or .Params.url_pdf | or .Params.url_slides | or .Params.url_video | or .Params.url_source | or .Params.url_code | or .Params.url_dataset | or .Params.url_poster | or .Params.url_project | or .Params.event_url | or .Params.doi | or .Params.links | or .Params.projects | or .Params.slides) }} diff --git a/layouts/partials/page_links.html b/layouts/partials/page_links.html deleted file mode 100644 index c47c80e9b1..0000000000 --- a/layouts/partials/page_links.html +++ /dev/null @@ -1,179 +0,0 @@ -{{ $is_list := .is_list }} -{{ $page := .page }} -{{ $link := "" }} - -{{/* ***** TODO: Deprecate `url_preprint` in favour of `url_pdf` given there's now a dedicated "Preprint" pub. type. ***** */}} -{{ with $page.Params.url_preprint }} - {{ $resource := $page.Resources.GetMatch . }} - {{ if $resource }} - {{ $link = $resource.RelPermalink }} - {{ else }} - {{ $link = . | relURL }} - {{ end }} - - {{ i18n "btn_preprint" }} - -{{ end }} -{{ $pdf := "" }} -{{ $resource := $page.Resources.GetMatch (printf "%s.pdf" $page.File.ContentBaseName) }} -{{ with $resource }} - {{ $pdf = .RelPermalink }} -{{ else }} - {{ if $page.Params.url_pdf }} - {{ $pdf = $page.Params.url_pdf | relURL }} - {{ end }} -{{ end }} - -{{ with $pdf }} - - {{ i18n "btn_pdf" }} - -{{ end }} -{{ $resource := $page.Resources.GetMatch "cite.bib" }} -{{ with $resource }} - - {{ i18n "btn_cite" }} - -{{ end }} -{{ with $page.Params.url_code }} - {{ $resource := $page.Resources.GetMatch . }} - {{ if $resource }} - {{ $link = $resource.RelPermalink }} - {{ else }} - {{ $link = . | relURL }} - {{ end }} - - {{ i18n "btn_code" }} - -{{ end }} -{{ with $page.Params.url_dataset }} - {{ $resource := $page.Resources.GetMatch . }} - {{ if $resource }} - {{ $link = $resource.RelPermalink }} - {{ else }} - {{ $link = . | relURL }} - {{ end }} - - {{ i18n "btn_dataset" }} - -{{ end }} -{{ if $page.Params.projects }} -{{ range $page.Params.projects }} - {{ with (site.GetPage (printf "project/%s" .)) }} - - {{ i18n "btn_project" }} - - {{ else }} - {{/* errorf "The `projects` parameter in `content/%s` references a project file, `content/project/%s`, which cannot be found. Please either set `projects = []` or fix the reference." $page.File.Path . */}} - {{ end }} -{{ end }} -{{ else }} -{{ with $page.Params.url_project }} - - {{ i18n "btn_project" }} - -{{ end }} -{{ end }} -{{ with $page.Params.url_poster }} - {{ $resource := $page.Resources.GetMatch . }} - {{ if $resource }} - {{ $link = $resource.RelPermalink }} - {{ else }} - {{ $link = . | relURL }} - {{ end }} - - {{ i18n "btn_poster" }} - -{{ end }} -{{ if $page.Params.slides }} - {{ with (site.GetPage (printf "slides/%s" $page.Params.slides)) }} - - {{ i18n "btn_slides" }} - - {{ end }} -{{ else }} -{{ with $page.Params.url_slides }} - {{ $resource := $page.Resources.GetMatch . }} - {{ if $resource }} - {{ $link = $resource.RelPermalink }} - {{ else }} - {{ $link = . | relURL }} - {{ end }} - - {{ i18n "btn_slides" }} - -{{ end }} -{{ end }} -{{ with $page.Params.url_video }} - {{ $resource := $page.Resources.GetMatch . }} - {{ if $resource }} - {{ $link = $resource.RelPermalink }} - {{ else }} - {{ $link = . | relURL }} - {{ end }} - - {{ i18n "btn_video" }} - -{{ end }} -{{ with $page.Params.url_source }} - {{ $resource := $page.Resources.GetMatch . }} - {{ if $resource }} - {{ $link = $resource.RelPermalink }} - {{ else }} - {{ $link = . | relURL }} - {{ end }} - - {{ i18n "btn_source" }} - -{{ end }} -{{ with $page.Params.doi }} - - DOI - -{{ end }} -{{ with $page.Params.event_url }} - {{ $event_url := . }} - {{ $show_event_url := true }} - {{ range $page.Params.links }} - {{ if eq (.url | default "") $event_url }} - {{ $show_event_url = false }} - {{ end }} - {{ end }} - {{ if $show_event_url }} - {{ $event_host := (urls.Parse $event_url).Host | lower }} - {{ $event_label := "Event" }} - {{ if in $event_host "connpass.com" }} - {{ $event_label = "Connpass" }} - {{ else if in $event_host "confit.atlas.jp" }} - {{ $event_label = "Confit" }} - {{ end }} - - {{ $event_label }} - - {{ end }} -{{ end }} -{{ range $page.Params.links }} - {{ $pack := or .icon_pack "fas" }} - {{ $pack_prefix := $pack }} - {{ if in (slice "fab" "fas" "far" "fal") $pack }} - {{ $pack_prefix = "fa" }} - {{ end }} - {{ $link := .url | default "" }} - {{ $scheme := (urls.Parse $link).Scheme }} - {{ $target := "" }} - {{ if not $scheme }} - {{ $resource := $page.Resources.GetMatch $link }} - {{ if $resource }} - {{ $link = $resource.RelPermalink }} - {{ else }} - {{ $link = $link | relURL }} - {{ end }} - {{ else if in (slice "http" "https") $scheme }} - {{ $target = "target=\"_blank\" rel=\"noopener\"" }} - {{ end }} - - {{ if .icon }}{{end}} - {{- with .name }}{{ . | safeHTML }}{{ end -}} - -{{ end }} From 047c205895e36ab2dfc20033fcd06049de9065ad Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Mon, 17 Aug 2026 11:22:17 +0900 Subject: [PATCH 14/16] fix: add organizer links to synced talks Co-authored-by: Codex --- .../hugo-event-intake/scripts/hugo_event_intake.py | 8 +++++++- content/event/can-we-reliably-control-llms/index.md | 4 +++- .../index.md | 4 +++- content/event/kantocv-67th-cvpr-2026/index.md | 4 +++- .../index.md | 4 +++- tests/test_hugo_event_intake.py | 9 ++++++--- 6 files changed, 25 insertions(+), 8 deletions(-) diff --git a/.agents/skills/hugo-event-intake/scripts/hugo_event_intake.py b/.agents/skills/hugo-event-intake/scripts/hugo_event_intake.py index 5afaa509db..744a64f753 100644 --- a/.agents/skills/hugo-event-intake/scripts/hugo_event_intake.py +++ b/.agents/skills/hugo-event-intake/scripts/hugo_event_intake.py @@ -549,6 +549,12 @@ def link_label_for_event_url(url: str) -> str: return "Event" +def default_links_for_event_url(url: str) -> list[dict[str, str]]: + if not url: + return [] + return [{"name": link_label_for_event_url(url), "url": url}] + + def build_body_markdown( spec: EventSpec, *, description: str, speakerdeck_source: SourceInfo | None ) -> str: @@ -780,7 +786,7 @@ def probe_event( url_pdf=final_url_pdf, url_video=final_url_video, url_code=final_url_code, - links=[], + links=default_links_for_event_url(final_event_url), body_markdown="", featured_source_url=final_featured_source, evidence_urls=[source.url for source in sources], diff --git a/content/event/can-we-reliably-control-llms/index.md b/content/event/can-we-reliably-control-llms/index.md index f78874a866..003e65422d 100644 --- a/content/event/can-we-reliably-control-llms/index.md +++ b/content/event/can-we-reliably-control-llms/index.md @@ -22,7 +22,9 @@ image: caption: "" focal_point: "" preview_only: false -links: [] +links: +- name: "Connpass" + url: "https://sansan.connpass.com/event/388590/" url_slides: "https://speakerdeck.com/shunk031/can-we-reliably-control-llms" url_code: "" url_pdf: "" diff --git a/content/event/human-attention-maps-for-text-classification-do-humans-and-neural-networks-focus-on-the-same-words/index.md b/content/event/human-attention-maps-for-text-classification-do-humans-and-neural-networks-focus-on-the-same-words/index.md index ca97ec3e88..7094bf17a8 100644 --- a/content/event/human-attention-maps-for-text-classification-do-humans-and-neural-networks-focus-on-the-same-words/index.md +++ b/content/event/human-attention-maps-for-text-classification-do-humans-and-neural-networks-focus-on-the-same-words/index.md @@ -22,7 +22,9 @@ image: caption: "" focal_point: "" preview_only: false -links: [] +links: +- name: "Connpass" + url: "https://nlpaper-challenge.connpass.com/event/185240/" url_slides: "https://speakerdeck.com/shunk031/human-attention-maps-for-text-classification-do-humans-and-neural-networks-focus-on-the-same-words" url_code: "" url_pdf: "" diff --git a/content/event/kantocv-67th-cvpr-2026/index.md b/content/event/kantocv-67th-cvpr-2026/index.md index 60b3680d50..a44415169e 100644 --- a/content/event/kantocv-67th-cvpr-2026/index.md +++ b/content/event/kantocv-67th-cvpr-2026/index.md @@ -22,7 +22,9 @@ image: caption: "" focal_point: "" preview_only: false -links: [] +links: +- name: "Connpass" + url: "https://kantocv.connpass.com/event/397919/" url_slides: "https://speakerdeck.com/shunk031/kantocv-67th-cvpr-2026" url_code: "" url_pdf: "" diff --git a/content/event/learning-to-faithfully-rationalize-by-construction/index.md b/content/event/learning-to-faithfully-rationalize-by-construction/index.md index 20d7cc18a1..55f2c09bf4 100644 --- a/content/event/learning-to-faithfully-rationalize-by-construction/index.md +++ b/content/event/learning-to-faithfully-rationalize-by-construction/index.md @@ -22,7 +22,9 @@ image: caption: "" focal_point: "" preview_only: false -links: [] +links: +- name: "Connpass" + url: "https://exawizards.connpass.com/event/184582/" url_slides: "https://speakerdeck.com/shunk031/learning-to-faithfully-rationalize-by-construction" url_code: "" url_pdf: "" diff --git a/tests/test_hugo_event_intake.py b/tests/test_hugo_event_intake.py index 97ffcf2009..2ebe3cb44f 100644 --- a/tests/test_hugo_event_intake.py +++ b/tests/test_hugo_event_intake.py @@ -130,7 +130,7 @@ def test_probe_follows_event_page_links_and_uses_jsonld_event_fields(tmp_path: P """ def fake_fetch_text(url: str): - if url == "https://example.com/events/pydata-tokyo-1": + if url == "https://pydata-tokyo.connpass.com/event/123456/": return module.RemoteResponse(url=url, content_type="text/html", text=event_html, data=event_html.encode()) if url == "https://speakerdeck.com/shunk031/deep-learning-for-the-impatient": return module.RemoteResponse(url=url, content_type="text/html", text=speakerdeck_html, data=speakerdeck_html.encode()) @@ -146,7 +146,7 @@ def fake_fetch_json(url: str): result = module.probe_event( repo_root, - inputs=["https://example.com/events/pydata-tokyo-1"], + inputs=["https://pydata-tokyo.connpass.com/event/123456/"], fetch_text_response=fake_fetch_text, fetch_json=fake_fetch_json, ) @@ -159,7 +159,10 @@ def fake_fetch_json(url: str): assert result.location == "Shibuya Stream" assert result.address["city"] == "Shibuya-ku" assert result.url_slides == "https://speakerdeck.com/shunk031/deep-learning-for-the-impatient" - assert result.event_url == "https://example.com/events/pydata-tokyo-1" + assert result.event_url == "https://pydata-tokyo.connpass.com/event/123456/" + assert result.links == [ + {"name": "Connpass", "url": "https://pydata-tokyo.connpass.com/event/123456/"} + ] assert result.featured_source_url == "https://files.speakerdeck.com/presentations/abc123/slide_0.jpg" assert result.unresolved_fields == [] From e9ccdfd950adcb6b4634b07cc268ac3ee7fff5bc Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Mon, 17 Aug 2026 11:46:28 +0900 Subject: [PATCH 15/16] fix: drop terminal punctuation from talk summaries Co-authored-by: Codex --- content/event/can-we-reliably-control-llms/index.md | 2 +- .../index.md | 2 +- .../index.md | 2 +- .../index.md | 2 +- content/event/kantocv-67th-cvpr-2026/index.md | 2 +- .../index.md | 2 +- .../learning-to-faithfully-rationalize-by-construction/index.md | 2 +- content/event/llm-nonei-bu-wocao-rubekutoru/index.md | 2 +- .../index.md | 2 +- content/event/stable-diffusion-3/index.md | 2 +- .../index.md | 2 +- 11 files changed, 11 insertions(+), 11 deletions(-) diff --git a/content/event/can-we-reliably-control-llms/index.md b/content/event/can-we-reliably-control-llms/index.md index 003e65422d..51c53c6737 100644 --- a/content/event/can-we-reliably-control-llms/index.md +++ b/content/event/can-we-reliably-control-llms/index.md @@ -9,7 +9,7 @@ address: region: "Tokyo" postcode: "150-6228" country: "Japan" -summary: "NLP2026 参加報告会で、大規模言語モデルの応答を調整する技術の信頼性と限界を発表。" +summary: "NLP2026 参加報告会で、大規模言語モデルの応答を調整する技術の信頼性と限界を発表" abstract: "大規模言語モデル（LLM）に対する内部介入（steering / intervention）は、重み更新を伴わずに推論時の振る舞いを制御できる手法として、近年急速に注目を集めています。本発表では、この軽量かつ柔軟な制御パラダイムの可能性と限界について、言語処理学会 2026 における関連研究を体系的に整理しながら概観します。特に、北田+「ステアリングベクトルは日本語LLMを堅牢に制御できるか？」を中心に、評価・安全性・多言語制御・表現学習といった観点から、内部介入がどこまで信頼できる制御として機能するのかを議論します。\n\n■【Sansan × IVRy】NLP2026 参加報告会\nhttps://sansan.connpass.com/event/388590/ \n\n■ 登壇概要\nタイトル：その LLM 制御、本当に信頼できますか？\n\n■ 言語処理学会第32回年次大会(NLP2026)\nhttps://www.anlp.jp/nlp2026/ \n\n■ 北田+ \"ステアリングベクトルは日本語 LLM を堅牢に制御できるか？\"\nhttps://www.anlp.jp/proceedings/annual_meeting/2026/pdf_dir/B1-13.pdf" date: "2026-04-21T19:45:00+09:00" date_end: "2026-04-21T19:55:00+09:00" diff --git a/content/event/from-fragment-to-one-piece-a-survey-on-ai-driven-graphic-design/index.md b/content/event/from-fragment-to-one-piece-a-survey-on-ai-driven-graphic-design/index.md index 9df73da575..a3d073ca27 100644 --- a/content/event/from-fragment-to-one-piece-a-survey-on-ai-driven-graphic-design/index.md +++ b/content/event/from-fragment-to-one-piece-a-survey-on-ai-driven-graphic-design/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "AI を使ったグラフィックデザイン研究の生成・編集・評価の動向を紹介。" +summary: "AI を使ったグラフィックデザイン研究の生成・編集・評価の動向を紹介" abstract: "AI技術はグラフィックデザインの領域に革命をもたらし、クリエイティブなプロセスを根本から変えようとしています。かつてはタイポグラフィやレイアウトなど個々の要素を扱う断片的な研究が主流でしたが、近年の大規模言語モデル（LLM）やマルチモーダル技術の進化は、デザイン全体を統合的に扱う新たな潮流を生み出しています。\n\n本発表では、この急速に進化するAI駆動グラフィックデザイン（AIGD）の全貌を、最新の包括的サーベイ論文「From Fragment to One Piece: A Survey on AI-Driven Graphic Design (Zou et al. - 2025)」 に基づき詳細に解説します。\n\n- 📝：https://arxiv.org/abs/2507.17202" date: "2025-08-31T12:00:00+09:00" date_end: "2025-08-31T12:00:00+09:00" diff --git a/content/event/human-attention-maps-for-text-classification-do-humans-and-neural-networks-focus-on-the-same-words/index.md b/content/event/human-attention-maps-for-text-classification-do-humans-and-neural-networks-focus-on-the-same-words/index.md index 7094bf17a8..dfbf18139c 100644 --- a/content/event/human-attention-maps-for-text-classification-do-humans-and-neural-networks-focus-on-the-same-words/index.md +++ b/content/event/human-attention-maps-for-text-classification-do-humans-and-neural-networks-focus-on-the-same-words/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "ACL 2020 オンラインLT会で、人間とモデルの注目箇所を比較する研究を紹介。" +summary: "ACL 2020 オンラインLT会で、人間とモデルの注目箇所を比較する研究を紹介" abstract: "人手によってアノテーションしたattention mapを元に、深層学習モデルのattention mapと比較分析を行った。\n\n■ イベント：ACL 2020 オンラインLT会 \nhttps://nlpaper-challenge.connpass.com/event/185240/\n\n■ 登壇概要\nタイトル：Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words?" date: "2020-08-17T20:10:00+09:00" date_end: "2020-08-17T20:30:00+09:00" diff --git a/content/event/improving-prediction-performance-and-model-interpretability-through-attention-mechanisms-from-basic-and-applied-research-perspectives-presentation-for-doctoral-dissertation/index.md b/content/event/improving-prediction-performance-and-model-interpretability-through-attention-mechanisms-from-basic-and-applied-research-perspectives-presentation-for-doctoral-dissertation/index.md index a8443031f2..0da1b2cd30 100644 --- a/content/event/improving-prediction-performance-and-model-interpretability-through-attention-mechanisms-from-basic-and-applied-research-perspectives-presentation-for-doctoral-dissertation/index.md +++ b/content/event/improving-prediction-performance-and-model-interpretability-through-attention-mechanisms-from-basic-and-applied-research-perspectives-presentation-for-doctoral-dissertation/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "博士論文発表で、モデルがどこを重視するかを使った予測と解釈の研究を発表。" +summary: "博士論文発表で、モデルがどこを重視するかを使った予測と解釈の研究を発表" abstract: "Slides for the presentation of my doctoral dissertation (in Japanese).\nThe contents of the presentation are already published as the following papers:\n- Section 2: Kitada and Iyatomi IEEE Access'21. https://arxiv.org/abs/2009.12064\n- Section 3: Kitada and Iyatomi. Appl. Intell.'22. https://arxiv.org/abs/2104.08763\n- Section 4: Kitada et al. KDD'19. https://arxiv.org/abs/1905.07289\n- Section 5: Kitada et al. Appl. Sci.'22. https://arxiv.org/abs/2204.11588" date: "2023-03-24T12:00:00+09:00" date_end: "2023-03-24T12:00:00+09:00" diff --git a/content/event/kantocv-67th-cvpr-2026/index.md b/content/event/kantocv-67th-cvpr-2026/index.md index a44415169e..bc34058d10 100644 --- a/content/event/kantocv-67th-cvpr-2026/index.md +++ b/content/event/kantocv-67th-cvpr-2026/index.md @@ -9,7 +9,7 @@ address: region: "Tokyo" postcode: "150-6140" country: "Japan" -summary: "CVPR 2026 論文読み会で、生成後も要素を編集できるデザイン生成手法を紹介。" +summary: "CVPR 2026 論文読み会で、生成後も要素を編集できるデザイン生成手法を紹介" abstract: "デザイン素材収集と、Photoshopの操作履歴から学習した Vision and Language Model (VLM) によるツール呼び出しの計画・実行を組み合わせ、Agentic に複雑なレイヤー構造をもつ編集可能なデザインを生成する PSDesigner について紹介します。\n\n■ 第67回 コンピュータビジョン勉強会＠関東（前編）\nhttps://kantocv.connpass.com/event/397919/\n\n■ 登壇概要\nタイトル：PSDesigner: Automated Graphic Design with a Human-Like Creative Workflow" date: "2026-07-18T13:45:00+09:00" date_end: "2026-07-18T14:10:00+09:00" diff --git a/content/event/large-language-model-agent-a-survey-on-methodology-applications-and-challenges/index.md b/content/event/large-language-model-agent-a-survey-on-methodology-applications-and-challenges/index.md index bff2dfc835..c261337ccb 100644 --- a/content/event/large-language-model-agent-a-survey-on-methodology-applications-and-challenges/index.md +++ b/content/event/large-language-model-agent-a-survey-on-methodology-applications-and-challenges/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "大規模言語モデルが道具を使って課題を進める仕組みと課題を紹介。" +summary: "大規模言語モデルが道具を使って課題を進める仕組みと課題を紹介" abstract: "大規模言語モデル（LLM）を搭載した「LLMエージェント」は、自律的な目標達成や動的な環境適応能力により、人工知能の新たなフロンティアを切り開いています 。本資料では、この急速に進化するLLMエージェントの全貌を、最新の包括的サーベイ論文「Large Language Model Agent: A Survey on Methodology, Applications and Challenges (Luo et al. - 2025)」 に基づき詳細に解説します。\n\n- 📝：https://arxiv.org/abs/2503.21460\n- 🐙：https://github.com/luo-junyu/Awesome-Agent-Papers" date: "2025-05-28T12:00:00+09:00" date_end: "2025-05-28T12:00:00+09:00" diff --git a/content/event/learning-to-faithfully-rationalize-by-construction/index.md b/content/event/learning-to-faithfully-rationalize-by-construction/index.md index 55f2c09bf4..fa67d9184d 100644 --- a/content/event/learning-to-faithfully-rationalize-by-construction/index.md +++ b/content/event/learning-to-faithfully-rationalize-by-construction/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "ACL2020 オンライン読み会で、モデルが予測根拠を忠実に示す手法を紹介。" +summary: "ACL2020 オンライン読み会で、モデルが予測根拠を忠実に示す手法を紹介" abstract: "“Attention is not Explanation” と “Attention is not not Explanation” の著者らによる夢のコラボレーション。本文から根拠を抽出してその根拠を元にタスクを解く新たな枠組みの提案。\n\n■ イベント：ACL2020オンライン読み会\nhttps://exawizards.connpass.com/event/184582/\n\n■ 登壇概要\nタイトル：Learning to Faithfully Rationalize by Construction" date: "2020-09-06T14:30:00+09:00" date_end: "2020-09-06T14:50:00+09:00" diff --git a/content/event/llm-nonei-bu-wocao-rubekutoru/index.md b/content/event/llm-nonei-bu-wocao-rubekutoru/index.md index f512100129..cca0a87d70 100644 --- a/content/event/llm-nonei-bu-wocao-rubekutoru/index.md +++ b/content/event/llm-nonei-bu-wocao-rubekutoru/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "大規模言語モデル内部の情報を調整して、応答の傾向を制御する手法を紹介。" +summary: "大規模言語モデル内部の情報を調整して、応答の傾向を制御する手法を紹介" abstract: "A Speaker Deck presentation about steering vectors for LLM internal representations." date: "2026-02-17T12:00:00+09:00" date_end: "2026-02-17T12:00:00+09:00" diff --git a/content/event/natural-language-autoencoders-produce-unsupervised-explanations-of-llm-activations/index.md b/content/event/natural-language-autoencoders-produce-unsupervised-explanations-of-llm-activations/index.md index 77b8f8aecf..3709d4aa43 100644 --- a/content/event/natural-language-autoencoders-produce-unsupervised-explanations-of-llm-activations/index.md +++ b/content/event/natural-language-autoencoders-produce-unsupervised-explanations-of-llm-activations/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "大規模言語モデルが入力に反応する理由を自然言語で説明する手法を紹介。" +summary: "大規模言語モデルが入力に反応する理由を自然言語で説明する手法を紹介" abstract: "大規模言語モデル（LLM）の内部状態は、高次元の活性化ベクトルとして表現されており、モデルの推論・判断・潜在的な認識に関する豊かな情報を含んでいます。本資料では、この不透明な内部表現を自然言語で読み解く新たな解釈可能性手法 Natural Language Autoencoders（NLA）について、Anthropicの研究論文「Natural Language Autoencoders Produce Unsupervised Explanations of LLM Activations（Fraser-Taliente, Kantamneni, Ong et al. - 2026）」に基づき、手法・評価・監査応用・限界を体系的に解説します。\n\n- 📝：https://transformer-circuits.pub/2026/nla/\n- 🐙：https://github.com/kitft/natural_language_autoencoders\n- 🌐：https://www.neuronpedia.org/nla" date: "2026-06-05T12:00:00+09:00" date_end: "2026-06-05T12:00:00+09:00" diff --git a/content/event/stable-diffusion-3/index.md b/content/event/stable-diffusion-3/index.md index 31dafdb983..21bef721fb 100644 --- a/content/event/stable-diffusion-3/index.md +++ b/content/event/stable-diffusion-3/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "Stable Diffusion 3 が文章から画像を生成する仕組みを紹介。" +summary: "Stable Diffusion 3 が文章から画像を生成する仕組みを紹介" abstract: "Stability.AI からこれまでの拡散モデルとは少し異なるパラダイムの新たな Text-to-Image モデル Stable Diffusion 3 (SD3) の提案について紹介します。\n\n一部 GIF アニメーションを用いた図があるため、オリジナルの Google Slide を参照していただくのをおすすめします: https://bit.ly/stable-diffusion-3-explained" date: "2024-03-27T12:00:00+09:00" date_end: "2024-03-27T12:00:00+09:00" diff --git a/content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/index.md b/content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/index.md index f1183a7bdd..a15feb31e6 100644 --- a/content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/index.md +++ b/content/event/the-landscape-of-agentic-reinforcement-learning-for-llms-a-survey/index.md @@ -9,7 +9,7 @@ address: region: "" postcode: "" country: "" -summary: "LLM が試行錯誤から行動を学ぶ強化学習手法と課題を紹介。" +summary: "LLM が試行錯誤から行動を学ぶ強化学習手法と課題を紹介" abstract: "大規模言語モデル（LLM）に強化学習を組み合わせた「Agentic RL」は，自律的な意思決定や動的な環境適応能力により，人工知能の新たなフロンティアを切り開いています。本資料では，この急速に進化するAgentic RLの全体像を，最新の包括的サーベイ論文「Agentic Reinforcement Learning: A Survey（2025）」に基づき詳細に解説します。\n\n- 📝：https://arxiv.org/abs/2509.02547\n- 🐙：https://github.com/xhyumiracle/Awesome-AgenticLLM-RL-Papers" date: "2026-04-01T12:00:00+09:00" date_end: "2026-04-01T12:00:00+09:00" From 07ec407ec2794a6ba887073708cd505ec4ebb59c Mon Sep 17 00:00:00 2001 From: Shunsuke KITADA Date: Mon, 17 Aug 2026 11:49:26 +0900 Subject: [PATCH 16/16] fix: simplify ECCV report summary Co-authored-by: Codex --- content/event/eccv2024-report/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/event/eccv2024-report/index.md b/content/event/eccv2024-report/index.md index a76e9031e8..b0fb8f66ad 100644 --- a/content/event/eccv2024-report/index.md +++ b/content/event/eccv2024-report/index.md @@ -12,7 +12,7 @@ address: region: postcode: country: -summary: ECCV（European Conference on Computer Vision）はコンピュータビジョン分野トップ国際会議のひとつです。今回は分野の動向・気付きをまとめることに注力し、132ページの資料として仕上げることができました。 +summary: ECCV 2024 速報に、creative graphic design 関連論文のまとめを寄稿 abstract: # Talk start and end times.

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