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LooperXX / CS224n-Reading-Notes

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CS224n Reading Notes in Chinese 中文阅读笔记

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CS224n-2019-Reading-Notes

课程主页:Stanford / Winter 2019

课程视频:YouTube

课程材料: CS224n-2019

国内视频资源:2019版|英文字幕(仍在更新) || 2019版|英文字幕(全)||2017版|中英字幕


本笔记结合每课时的视频课件笔记等整理而成,请注意:

  • 视频中有许多课件中没有提及的讲解
  • 本笔记试图以视频为主,课件为辅,进行学习笔记的整理

笔记制作不易,诸多纰漏错误之处,还望大家海涵,并请在 issue 区提出,以便定时查看并更新

本笔记仅供学习分享之用,请勿私自商用。由于Git-LFS的免费空间不足,现将笔记整合版PDF迁移至蓝奏云 (密码:h04j)

笔记如有任何侵权之处,请联系 [email protected]

Reference

以下是学习本课程时的可用参考书籍:

《Speech and Language Processing》

《基于深度学习的自然语言处理》

《神经网络与深度学习》

以下是整理笔记的过程中参考的博客:

斯坦福CS224N深度学习自然语言处理2019冬学习笔记目录 (课件核心内容的提炼,并包含作者的见解与建议)

斯坦福大学 CS224n自然语言处理与深度学习笔记汇总 (这是针对note部分的翻译)

Notes on Stanford CS224n

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