{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PaddleRec v2.3.0","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/1b0311d8-3042-486d-8d45-54c05433b1bc","json_url":"https://onlylabs.fyi/signals/1b0311d8-3042-486d-8d45-54c05433b1bc/signal.json","generated_at":"2026-06-11T03:45:49.794681+00:00","org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/baidu","dossier_json_url":"https://onlylabs.fyi/labs/baidu/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/1b0311d8-3042-486d-8d45-54c05433b1bc","signal_json":"https://onlylabs.fyi/signals/1b0311d8-3042-486d-8d45-54c05433b1bc/signal.json","source":"https://github.com/PaddlePaddle/PaddleRec/releases/tag/v2.3.0","lab_dossier":"https://onlylabs.fyi/labs/baidu","lab_dossier_json":"https://onlylabs.fyi/labs/baidu/dossier.json","analysis":"https://onlylabs.fyi/analysis/baidu","analysis_json":"https://onlylabs.fyi/analysis/baidu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baidu/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Baidu (ERNIE) published PaddlePaddle/PaddleRec v2.3.0 (PaddlePaddle/PaddleRec). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PaddleRec v2.3.0 Repository: PaddlePaddle/PaddleRec Tag: v2.3.0 Published: 2022-06-20T02:54:08Z Prerelease: no Release notes: PaddleRec v2.3.0 Release Note 重要更新 -.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/PaddlePaddle/PaddleRec/releases/tag/v2.3.0","source_host":"github.com","occurred_at":"2022-06-20T02:54:08+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/PaddleRec"},"context_markers":[{"label":"Lab","value":"Baidu (ERNIE)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"PaddlePaddle/PaddleRec","source":"source"},{"label":"Release","value":"PaddleRec v2.3.0","source":"source"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/PaddlePaddle/PaddleRec/releases/tag/v2.3.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:49.794681+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/1b0311d8-3042-486d-8d45-54c05433b1bc/signal.json","dossier_json":"https://onlylabs.fyi/labs/baidu/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/baidu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baidu/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/1b0311d8-3042-486d-8d45-54c05433b1bc/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PaddleRec/releases/tag/v2.3.0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/baidu/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/baidu/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Baidu (ERNIE)'s release signal \"PaddlePaddle/PaddleRec v2.3.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleRec v2.3.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleRec v2.3.0."},{"subject":"PaddlePaddle/PaddleRec v2.3.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleRec v2.3.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleRec v2.3.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleRec v2.3.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleRec v2.3.0","predicate":"has context","object":"PaddlePaddle/PaddleRec","text":"PaddlePaddle/PaddleRec v2.3.0 has context PaddlePaddle/PaddleRec."},{"subject":"PaddlePaddle/PaddleRec v2.3.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleRec v2.3.0 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleRec v2.3.0","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PaddleRec v2.3.0 has captured page count 1."},{"subject":"PaddlePaddle/PaddleRec v2.3.0","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PaddleRec v2.3.0 has readable page count 1."},{"subject":"PaddlePaddle/PaddleRec v2.3.0","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PaddleRec v2.3.0 has related signal count 6."},{"subject":"PaddlePaddle/PaddleRec v2.3.0","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"PaddlePaddle/PaddleRec v2.3.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/PaddleRec v2.3.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleRec v2.3.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleRec v2.3.0","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PaddleRec v2.3.0 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PaddleRec v2.3.0","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PaddleRec v2.3.0 has signal desk releases."},{"subject":"PaddlePaddle/PaddleRec v2.3.0","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleRec v2.3.0 has source host github.com."},{"subject":"PaddlePaddle/PaddleRec v2.3.0","predicate":"has repository","object":"PaddlePaddle/PaddleRec","text":"PaddlePaddle/PaddleRec v2.3.0 has repository PaddlePaddle/PaddleRec."},{"subject":"PaddlePaddle/PaddleRec v2.3.0","predicate":"has release","object":"PaddleRec v2.3.0","text":"PaddlePaddle/PaddleRec v2.3.0 has release PaddleRec v2.3.0."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/PaddleRec v2.3.0 (PaddlePaddle/PaddleRec). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: PaddleRec v2.3.0 Repository: PaddlePaddle/PaddleRec Tag: v2.3.0 Published: 2022-06-20T02:54:08Z Prerelease: no Release notes: PaddleRec v2.3.0 Release Note 重要更新 -.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleRec v2.3.0","text":"Baidu (ERNIE) released PaddlePaddle/PaddleRec v2.3.0."},{"subject":"PaddlePaddle/PaddleRec v2.3.0","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleRec v2.3.0 is classified as release signal."},{"subject":"PaddlePaddle/PaddleRec v2.3.0","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleRec v2.3.0 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleRec v2.3.0","predicate":"has context","object":"PaddlePaddle/PaddleRec","text":"PaddlePaddle/PaddleRec v2.3.0 has context PaddlePaddle/PaddleRec."},{"subject":"PaddlePaddle/PaddleRec v2.3.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleRec v2.3.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"1b0311d8-3042-486d-8d45-54c05433b1bc","url":"https://onlylabs.fyi/signals/1b0311d8-3042-486d-8d45-54c05433b1bc","json_url":"https://onlylabs.fyi/signals/1b0311d8-3042-486d-8d45-54c05433b1bc/signal.json","source_url":"https://github.com/PaddlePaddle/PaddleRec/releases/tag/v2.3.0","title":"PaddlePaddle/PaddleRec v2.3.0","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/PaddleRec","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2022-06-20T02:54:08+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/PaddlePaddle/PaddleRec/releases/tag/v2.3.0"]},"facets":{"repo":"PaddlePaddle/PaddleRec"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/PaddlePaddle/PaddleRec/releases/tag/v2.3.0","final_url":"https://github.com/PaddlePaddle/PaddleRec/releases/tag/v2.3.0","title":"PaddlePaddle/PaddleRec v2.3.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:49.794681+00:00","bytes":4112,"raw_path":"9cfa75f07ef112f4dc1aa1391322826c0090e65804bf3093e8ee44b1b107e24b.json","content_hash":"7fddbda7d1755ea0c07873ed6bf0b30408184f87cfb01f640782868ba4cad747","excerpt_chars":1200,"truncated":false,"excerpt":"PaddleRec v2.3.0 Repository: PaddlePaddle/PaddleRec Tag: v2.3.0 Published: 2022-06-20T02:54:08Z Prerelease: no Release notes: PaddleRec v2.3.0 Release Note 重要更新 - 新增在线运行功能，支持用户零成本使用PaddleRec - 新增paper目录，追踪推荐系统前沿进展 - 新增16个经典数据集，17个模型 - 新增外部开发者贡献列表 - 新增主页最新动态模块，方便用户快速获取PaddleRec最新信息 功能新增及优化 - 新增飞桨训推一体认证流程 - 新增AI Studio一键在线运行功能 - 新增前沿推荐顶会论文的分析模块 - 新增16个经典数据集，提供稳定的数据下载地址 - 支持CPUPS稀疏参数统计量自动统计、稀疏参数增量保存等功能 - 支持新硬件NPU、XPU运行 - 适配DataLoader多线程加载数据功能 - 修复多任务多instag场景下精度计算不准确的问题 - 修复PaddleRec在动态图infer阶段计算auc没有reset的问题 - 修复部分文档链接失效问题 - 修复MMoE和PLE参数初始化方式 模型新增及优化 - 新增多任务模型 MMoE Dselect_K AITM ESCM2 - 新增排序模型 BERT4Rec FAT_DeepFFM DeepRec AutoFIS DCN_V2 SIGN DSIN IPRec - 新增召回模型 ENSFM TiSAS MHCN - 新增匹配模型 KIM - 新增元学习模型 MetaHeac 教程更新 - 新增CPUPS流式训练优化文档教程 - 新增短视频场景下多任务学习应用教程 - 新增外部开发者贡献列表 论文复现赛 - 感谢jinweiluo 贡献BERT4Rec模型 - 感谢LinJayan 贡献FAT_DeepFFM FLEN DCN_V2模型 - 感谢chenjiyan2001 贡献DeepRec模型 - 感谢renmada 贡献ENSFM TiSAS AutoFIS KIM IPRec AITM模型 - 感谢Andy1314Chen 贡献Dselect_K MHCN模型 - 感谢BamLubi 贡献SIGN模型 - 感谢simuler 贡献MetaHeac模型 - 感谢yoreG123 chenjiyan2001 贡献FGCNN模型 - 感谢Li-fAngyU 贡献DSIN模型"},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PaddleRec/releases/tag/v2.3.0","final_url":"https://github.com/PaddlePaddle/PaddleRec/releases/tag/v2.3.0","title":"PaddlePaddle/PaddleRec v2.3.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:49.794681+00:00","bytes":4112,"raw_path":"9cfa75f07ef112f4dc1aa1391322826c0090e65804bf3093e8ee44b1b107e24b.json","content_hash":"7fddbda7d1755ea0c07873ed6bf0b30408184f87cfb01f640782868ba4cad747","excerpt_chars":1200,"truncated":false,"excerpt":"PaddleRec v2.3.0 Repository: PaddlePaddle/PaddleRec Tag: v2.3.0 Published: 2022-06-20T02:54:08Z Prerelease: no Release notes: PaddleRec v2.3.0 Release Note 重要更新 - 新增在线运行功能，支持用户零成本使用PaddleRec - 新增paper目录，追踪推荐系统前沿进展 - 新增16个经典数据集，17个模型 - 新增外部开发者贡献列表 - 新增主页最新动态模块，方便用户快速获取PaddleRec最新信息 功能新增及优化 - 新增飞桨训推一体认证流程 - 新增AI Studio一键在线运行功能 - 新增前沿推荐顶会论文的分析模块 - 新增16个经典数据集，提供稳定的数据下载地址 - 支持CPUPS稀疏参数统计量自动统计、稀疏参数增量保存等功能 - 支持新硬件NPU、XPU运行 - 适配DataLoader多线程加载数据功能 - 修复多任务多instag场景下精度计算不准确的问题 - 修复PaddleRec在动态图infer阶段计算auc没有reset的问题 - 修复部分文档链接失效问题 - 修复MMoE和PLE参数初始化方式 模型新增及优化 - 新增多任务模型 MMoE Dselect_K AITM ESCM2 - 新增排序模型 BERT4Rec FAT_DeepFFM DeepRec AutoFIS DCN_V2 SIGN DSIN IPRec - 新增召回模型 ENSFM TiSAS MHCN - 新增匹配模型 KIM - 新增元学习模型 MetaHeac 教程更新 - 新增CPUPS流式训练优化文档教程 - 新增短视频场景下多任务学习应用教程 - 新增外部开发者贡献列表 论文复现赛 - 感谢jinweiluo 贡献BERT4Rec模型 - 感谢LinJayan 贡献FAT_DeepFFM FLEN DCN_V2模型 - 感谢chenjiyan2001 贡献DeepRec模型 - 感谢renmada 贡献ENSFM TiSAS AutoFIS KIM IPRec AITM模型 - 感谢Andy1314Chen 贡献Dselect_K MHCN模型 - 感谢BamLubi 贡献SIGN模型 - 感谢simuler 贡献MetaHeac模型 - 感谢yoreG123 chenjiyan2001 贡献FGCNN模型 - 感谢Li-fAngyU 贡献DSIN模型"}],"related_signals":[{"id":"fef9275e-0e82-41f1-bba1-2435d0ea78fe","url":"https://onlylabs.fyi/signals/fef9275e-0e82-41f1-bba1-2435d0ea78fe","source_url":"https://github.com/PaddlePaddle/PaddleOCR/releases/tag/v3.6.0","title":"PaddlePaddle/PaddleOCR v3.6.0","context":"PaddlePaddle/PaddleOCR","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-28T11:42:29+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"fa062841-8907-4a3a-a678-e88ec59bd01f","url":"https://onlylabs.fyi/signals/fa062841-8907-4a3a-a678-e88ec59bd01f","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.6.1","title":"PaddlePaddle/PaddleX v3.6.1","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-27T14:36:14+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"f3a247db-4dde-4b63-87a2-81a1074042c0","url":"https://onlylabs.fyi/signals/f3a247db-4dde-4b63-87a2-81a1074042c0","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.6.0","title":"PaddlePaddle/PaddleX v3.6.0","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-27T13:51:59+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"f557ec7a-087a-451a-b48a-acb237277400","url":"https://onlylabs.fyi/signals/f557ec7a-087a-451a-b48a-acb237277400","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.5.2","title":"PaddlePaddle/PaddleX v3.5.2","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-11T04:56:45+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"e3fd3568-a19c-42c3-bb08-70344cedf067","url":"https://onlylabs.fyi/signals/e3fd3568-a19c-42c3-bb08-70344cedf067","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.5.1","title":"PaddlePaddle/PaddleX v3.5.1","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-04-22T11:54:56+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"1908fd85-e2d7-410a-b897-a86d490d1c86","url":"https://onlylabs.fyi/signals/1908fd85-e2d7-410a-b897-a86d490d1c86","source_url":"https://github.com/PaddlePaddle/PaddleOCR/releases/tag/v3.5.0","title":"PaddlePaddle/PaddleOCR v3.5.0","context":"PaddlePaddle/PaddleOCR","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-04-21T08:40:47+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"}]}