自然语言理解

1. 自然语言理解博客

  1. http://www.nlpr.ia.ac.cn/cip/TeachingMaterials/NLU-1-cqzong.pdf
  2. https://transwarpio.github.io/teaching_ml/2017/08/14/NLP/
  3. http://www.shuang0420.com/2017/02/01/NLP 笔记 - Words, morphology, and lexicons/
  4. https://blog.csdn.net/qq_28031525/article/details/79187080
  5. https://www.cnblogs.com/CheeseZH/p/5768389.html
  6. http://www.ilc.cnr.it/EAGLES96/segsasg1/node44.html
  7. https://blog.csdn.net/u014422406/article/details/53954530
  8. https://blog.csdn.net/sinat_26917383/article/details/55683599

2.语音提取算法

  1. https://www.cs.tut.fi/sgn/arg/klap/introduction-semantics.pdf
  2. http://wiki.jikexueyuan.com/project/deep-learning/wordSence-identify.html
  3. https://blog.csdn.net/sinat_26917383/article/details/55683599
  4. https://www.jianshu.com/p/7463267b0106
  5. http://nlpr-web.ia.ac.cn/cip/ZongReportandLecture/Lecture_on_NLP/Chp-10.pdf

3. Domain设计原理

  1. Alexa Meaning Representation Language
    https://developer.amazon.com/zh/blogs/alexa/post/29f92b4d-1369-4d22-8494-7c4cc57650a3/amazon-scientists-to-present-more-sophisticated-semantic-representation-language-for-alexa

  2. Coarse-to-Fine Decoding for Neural Semantic Parsing
    https://aclweb.org/anthology/P18-1068

  3. 亚马逊处理方式
    https://developer.amazon.com/zh/docs/custom-skills/built-in-intent-library.html#calendar

4. google bert说明

  1. https://github.com/google-research/bert
  2. BM25打分https://blog.csdn.net/weixin_41090915/article/details/79053584

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