{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Repo: PaddlePaddle/Research","description":"Baidu (ERNIE) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/e4898651-16c5-49b8-8319-aaab03095a11","json_url":"https://onlylabs.fyi/signals/e4898651-16c5-49b8-8319-aaab03095a11/signal.json","generated_at":"2026-06-11T03:57:55.628613+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/e4898651-16c5-49b8-8319-aaab03095a11","signal_json":"https://onlylabs.fyi/signals/e4898651-16c5-49b8-8319-aaab03095a11/signal.json","source":"https://github.com/PaddlePaddle/Research","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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Baidu (ERNIE) published PaddlePaddle/Research (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo PaddlePaddle/Research · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/PaddlePaddle/Research","source_host":"github.com","occurred_at":"2020-02-13T09:49:34+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Baidu (ERNIE)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"PaddlePaddle/Research","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"1,756","source":"traction"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"}],"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/Research"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:57:55.628613+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/e4898651-16c5-49b8-8319-aaab03095a11/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":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/e4898651-16c5-49b8-8319-aaab03095a11/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/Research","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":null,"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 repo signal \"PaddlePaddle/Research\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/Research","text":"Baidu (ERNIE) published repo PaddlePaddle/Research."},{"subject":"PaddlePaddle/Research","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/Research is classified as repo signal."},{"subject":"PaddlePaddle/Research","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/Research belongs to repos desk."},{"subject":"PaddlePaddle/Research","predicate":"has context","object":"Python","text":"PaddlePaddle/Research has context Python."},{"subject":"PaddlePaddle/Research","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/Research has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/Research","predicate":"has captured page count","object":"1","text":"PaddlePaddle/Research has captured page count 1."},{"subject":"PaddlePaddle/Research","predicate":"has readable page count","object":"1","text":"PaddlePaddle/Research has readable page count 1."},{"subject":"PaddlePaddle/Research","predicate":"has related signal count","object":"6","text":"PaddlePaddle/Research has related signal count 6."},{"subject":"PaddlePaddle/Research","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"PaddlePaddle/Research has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"PaddlePaddle/Research","predicate":"has source host","object":"github.com","text":"PaddlePaddle/Research has source host github.com."},{"subject":"PaddlePaddle/Research","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/Research has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/Research","predicate":"has signal desk","object":"repos","text":"PaddlePaddle/Research has signal desk repos."},{"subject":"PaddlePaddle/Research","predicate":"has source host","object":"github.com","text":"PaddlePaddle/Research has source host github.com."},{"subject":"PaddlePaddle/Research","predicate":"has repository","object":"PaddlePaddle/Research","text":"PaddlePaddle/Research has repository PaddlePaddle/Research."},{"subject":"PaddlePaddle/Research","predicate":"has language","object":"Python","text":"PaddlePaddle/Research has language Python."},{"subject":"PaddlePaddle/Research","predicate":"has stars","object":"1,756","text":"PaddlePaddle/Research has stars 1,756."},{"subject":"PaddlePaddle/Research","predicate":"has watch term","object":"Data pipeline","text":"PaddlePaddle/Research has watch term Data pipeline."},{"subject":"PaddlePaddle/Research","predicate":"has watch term","object":"Infrastructure","text":"PaddlePaddle/Research has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Baidu (ERNIE) published PaddlePaddle/Research (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo PaddlePaddle/Research · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"published repo","object":"PaddlePaddle/Research","text":"Baidu (ERNIE) published repo PaddlePaddle/Research."},{"subject":"PaddlePaddle/Research","predicate":"is classified as","object":"repo signal","text":"PaddlePaddle/Research is classified as repo signal."},{"subject":"PaddlePaddle/Research","predicate":"belongs to","object":"repos desk","text":"PaddlePaddle/Research belongs to repos desk."},{"subject":"PaddlePaddle/Research","predicate":"has context","object":"Python","text":"PaddlePaddle/Research has context Python."},{"subject":"PaddlePaddle/Research","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/Research has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e4898651-16c5-49b8-8319-aaab03095a11","url":"https://onlylabs.fyi/signals/e4898651-16c5-49b8-8319-aaab03095a11","json_url":"https://onlylabs.fyi/signals/e4898651-16c5-49b8-8319-aaab03095a11/signal.json","source_url":"https://github.com/PaddlePaddle/Research","title":"PaddlePaddle/Research","summary":"Baidu (ERNIE) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2020-02-13T09:49:34+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/Research"]},"facets":{"repo":"PaddlePaddle/Research","language":"Python"},"traction":{"github_stars":1756,"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/Research","final_url":"https://github.com/PaddlePaddle/Research","title":"PaddlePaddle/Research repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:55.628613+00:00","bytes":19351,"raw_path":"651ce65cc26fa8351d0c0bfeb5a196d7b7b2b66d3d38e1bee0c64c693068e88e.json","content_hash":"501b658e457fff902ef5e59b921d662209e4ef971e7e9c24b99df59a99e55414","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/Research Description: novel deep learning research works with PaddlePaddle Language: Python License: Apache-2.0 Stars: 1756 Forks: 771 Open issues: 137 Created: 2020-02-13T09:49:34Z Pushed: 2024-08-16T02:42:22Z Default branch: master Fork: no Archived: no README: Research 发布基于飞桨的前沿研究工作，包括CV、NLP、KG、STDM等领域的顶会论文和比赛冠军模型。 目录 * [计算机视觉(Computer Vision)](#计算机视觉) * [自然语言处理(Natrual Language Processing)](#自然语言处理) * [知识图谱(Knowledge Graph)](#知识图谱) * [时空数据挖掘(Spatial-Temporal Data-Mining)](#时空数据挖掘) 计算机视觉 | 任务类型 | 目录 | 简介 | 论文链接 | | ------------ | ------------------------------------------------------------ | ------------------------------------------------------------ | -------- | | 图像检索 | [GNN-Re-Ranking](CV/GNN-Re-Ranking/) | 基于GNN的快速图像检索Re-Ranking。 | https://arxiv.org/abs/2012.07620v2 | | 车流统计 | [VehicleCounting](CV/VehicleCounting/) | AICITY2020 车流统计竞赛datasetA TOP1 方案。 | - | | 车辆再识别 | [PaddleReid](CV/PaddleReid) | 给定目标车辆，在检索库中检索同id车辆，支持多种特征子网络。 | - | | 车辆异常检测 | [AICity2020-Anomaly-Detection](CV/AICity2020-Anomaly-Detection) | 在监控视频中检测车辆异常情况，例如车辆碰撞、失速等。| - | | 医学图像分析 | [AGEchallenge](CV/AGEchallenge) | 任务：在AS-OCT图像的公共数据集上进行闭角型分类和巩膜突点定位；基线模型：对应以上各任务的基线模型。 | - | | 光流估计 |..."},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/Research","final_url":"https://github.com/PaddlePaddle/Research","title":"PaddlePaddle/Research repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:55.628613+00:00","bytes":19351,"raw_path":"651ce65cc26fa8351d0c0bfeb5a196d7b7b2b66d3d38e1bee0c64c693068e88e.json","content_hash":"501b658e457fff902ef5e59b921d662209e4ef971e7e9c24b99df59a99e55414","excerpt_chars":1200,"truncated":true,"excerpt":"PaddlePaddle/Research Description: novel deep learning research works with PaddlePaddle Language: Python License: Apache-2.0 Stars: 1756 Forks: 771 Open issues: 137 Created: 2020-02-13T09:49:34Z Pushed: 2024-08-16T02:42:22Z Default branch: master Fork: no Archived: no README: Research 发布基于飞桨的前沿研究工作，包括CV、NLP、KG、STDM等领域的顶会论文和比赛冠军模型。 目录 * [计算机视觉(Computer Vision)](#计算机视觉) * [自然语言处理(Natrual Language Processing)](#自然语言处理) * [知识图谱(Knowledge Graph)](#知识图谱) * [时空数据挖掘(Spatial-Temporal Data-Mining)](#时空数据挖掘) 计算机视觉 | 任务类型 | 目录 | 简介 | 论文链接 | | ------------ | ------------------------------------------------------------ | ------------------------------------------------------------ | -------- | | 图像检索 | [GNN-Re-Ranking](CV/GNN-Re-Ranking/) | 基于GNN的快速图像检索Re-Ranking。 | https://arxiv.org/abs/2012.07620v2 | | 车流统计 | [VehicleCounting](CV/VehicleCounting/) | AICITY2020 车流统计竞赛datasetA TOP1 方案。 | - | | 车辆再识别 | [PaddleReid](CV/PaddleReid) | 给定目标车辆，在检索库中检索同id车辆，支持多种特征子网络。 | - | | 车辆异常检测 | [AICity2020-Anomaly-Detection](CV/AICity2020-Anomaly-Detection) | 在监控视频中检测车辆异常情况，例如车辆碰撞、失速等。| - | | 医学图像分析 | [AGEchallenge](CV/AGEchallenge) | 任务：在AS-OCT图像的公共数据集上进行闭角型分类和巩膜突点定位；基线模型：对应以上各任务的基线模型。 | - | | 光流估计 |..."}],"related_signals":[{"id":"19133a46-a10c-4d39-bf33-e17104e0737b","url":"https://onlylabs.fyi/signals/19133a46-a10c-4d39-bf33-e17104e0737b","source_url":"https://github.com/PaddlePaddle/Paddle-Metax","title":"PaddlePaddle/Paddle-Metax","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-14T07:06:27+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"ba2b07e3-e9cf-4a22-ad30-3010bebe580e","url":"https://onlylabs.fyi/signals/ba2b07e3-e9cf-4a22-ad30-3010bebe580e","source_url":"https://github.com/PaddlePaddle/TST","title":"PaddlePaddle/TST","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-02-11T15:47:20+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"c8180835-13f7-46e6-b929-991d7079bfcb","url":"https://onlylabs.fyi/signals/c8180835-13f7-46e6-b929-991d7079bfcb","source_url":"https://github.com/PaddlePaddle/Paddle-iluvatar","title":"PaddlePaddle/Paddle-iluvatar","context":"Cuda","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-02-05T09:52:37+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"e5700d74-1f5c-44a4-981c-a0aac8046a01","url":"https://onlylabs.fyi/signals/e5700d74-1f5c-44a4-981c-a0aac8046a01","source_url":"https://github.com/PaddlePaddle/PaddleFleet","title":"PaddlePaddle/PaddleFleet","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2025-11-10T14:21:53+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"08704824-8e3b-4bed-9ed0-f344b83bc3b6","url":"https://onlylabs.fyi/signals/08704824-8e3b-4bed-9ed0-f344b83bc3b6","source_url":"https://github.com/PaddlePaddle/PassNet","title":"PaddlePaddle/PassNet","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2025-07-31T12:10:28+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"55dd2dfb-40a8-4dfe-a3dc-4e41877cea0d","url":"https://onlylabs.fyi/signals/55dd2dfb-40a8-4dfe-a3dc-4e41877cea0d","source_url":"https://github.com/PaddlePaddle/GraphNet","title":"PaddlePaddle/GraphNet","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2025-07-18T02:34:08+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"}]}