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chore(auto): sync HF README from PaperVault GitHub workflow

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  PaperVault 是一份**持续自动更新**的统一论文元数据库,覆盖自然语言处理、计算机视觉、机器学习、数据挖掘、数据库、语音、系统、网络、安全、理论计算机科学、人机交互、计算机图形学与多媒体等方向的顶级会议与期刊。PaperVault is a **continuously-updated, unified metadata database** of papers from top-tier conferences and journals across NLP, Computer Vision, Machine Learning, Data Mining, Databases, Speech, Systems, Networking, Security, Theory, HCI, Graphics, and Multimedia.
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  > 🌐 源仓库 / Source: **[github.com/youngfish42/PaperVault](https://github.com/youngfish42/PaperVault)** — Web UI、REST API、采集流水线、Issues / PRs 全部在那里 · Web UI, REST API, crawling pipelines and issues/PRs all live there.
 
 
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  ## 🆕 最近更新 · Recent Update
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  <!-- hf-recent-update-start -->
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- - 📅 **最近更新 · Last updated**: 2026-08-22 (Asia/Shanghai)
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  - 📊 **数据库规模 · Database size**: 649,980 篇论文 / 120 个刊物系列 / 552,789 篇含摘要 / 42,981 篇含开源代码(649,980 papers / 120 venue series / 552,789 with abstract / 42,981 with code)
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  <!-- hf-recent-update-end -->
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  ## 🔗 关联仓库 · Related repository
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  如果你需要完整的搜索 Web UI(智能搜索 + Web of Science 风格的高级查询 DSL)、REST API(`/api/v1/*`)、抓取 / 合并 / 摘要回填流水线源码、收录会议范围、统计仪表盘、项目截图或贡献指南,请前往 GitHub 项目仓库。If you are looking for the full search Web UI (smart search + Web-of-Science-style advanced query DSL), the REST API (`/api/v1/*`), the crawling / merging / abstract-backfill pipelines source code, conference coverage, statistics dashboards, screenshots or contribution guidelines, please visit the GitHub repository.
 
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  PaperVault 是一份**持续自动更新**的统一论文元数据库,覆盖自然语言处理、计算机视觉、机器学习、数据挖掘、数据库、语音、系统、网络、安全、理论计算机科学、人机交互、计算机图形学与多媒体等方向的顶级会议与期刊。PaperVault is a **continuously-updated, unified metadata database** of papers from top-tier conferences and journals across NLP, Computer Vision, Machine Learning, Data Mining, Databases, Speech, Systems, Networking, Security, Theory, HCI, Graphics, and Multimedia.
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  > 🌐 源仓库 / Source: **[github.com/youngfish42/PaperVault](https://github.com/youngfish42/PaperVault)** — Web UI、REST API、采集流水线、Issues / PRs 全部在那里 · Web UI, REST API, crawling pipelines and issues/PRs all live there.
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+ > 🌐 在线搜索 / Live search: **[papervault.top](https://papervault.top)** — 直接使用 Web 检索界面,无需下载数据 · Use the web search UI directly without downloading the dataset.
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  ## 🆕 最近更新 · Recent Update
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  <!-- hf-recent-update-start -->
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+ - 📅 **最近更新 · Last updated**: 2026-08-23 (Asia/Shanghai)
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  - 📊 **数据库规模 · Database size**: 649,980 篇论文 / 120 个刊物系列 / 552,789 篇含摘要 / 42,981 篇含开源代码(649,980 papers / 120 venue series / 552,789 with abstract / 42,981 with code)
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  <!-- hf-recent-update-end -->
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+ ## 🌐 线上服务 · Live Service
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+ 无需下载数据集即可直接体验 Web 检索:
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+ No need to download the dataset — try the web search directly:
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+ 👉 **[papervault.top](https://papervault.top)**
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  ## 🔗 关联仓库 · Related repository
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  如果你需要完整的搜索 Web UI(智能搜索 + Web of Science 风格的高级查询 DSL)、REST API(`/api/v1/*`)、抓取 / 合并 / 摘要回填流水线源码、收录会议范围、统计仪表盘、项目截图或贡献指南,请前往 GitHub 项目仓库。If you are looking for the full search Web UI (smart search + Web-of-Science-style advanced query DSL), the REST API (`/api/v1/*`), the crawling / merging / abstract-backfill pipelines source code, conference coverage, statistics dashboards, screenshots or contribution guidelines, please visit the GitHub repository.