斯坦福CS224n追剧计划-Week10：成分句法分析与树递归神经网络

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简介

Stanford CS224n追剧计划是由夕小瑶的卖萌屋发起的开源开放NLP入门项目，借助github和微信群为大家提供同期小伙伴打卡讨论、内容沉淀、作业笔记和FAQ共享、连线斯坦福等服务。关于该计划的详请见这里 。

1. Github项目地址

https://github.com/xixiaoyao/CS224n-winter-together

2. Stanford CS224n追剧群

扫码添加小夕微信，回复口令追剧入群。

课程大纲

课程计划一共持续11周，进度如下：

• week1：Introduction and Word Vectors
• week2：Word Vectors 2 and Word Senses/Word Window Classification and Neural Networks
• week3：Matrix Calculus and Backpropagation/ Linguistic Structure :  Dependency Parsing
• week4：The probability of a sentence? Recurrent Neural Networks and Language Models/ Vanishing Gradients and Fancy RNNs
• week5: Machine Translation, Seq2Seq and Attention / Practical Tips for Final Projects
• week6: Question Answering, the Default Final Project, and an introduction to Transformer architectures / ConvNets for NLP
• week7: Information from parts of words / Contextual Word Representations- BERT
• week8：Modeling contexts of use: Contextual Representations and Pretraining / Natural Language Generation
• week9：Reference in Language and Coreference Resolution  /  Fairness and Inclusion in AI
• week10：Constituency Parsing and Tree Recursive Neural Networks / Safety, Bias, and Fairness 【本周】
  

本期内容

Constituency Parsing and Tree Recursive Neural Networks（成分句法分析与树递归神经网络）

课后作业：无

 Safety, Bias, and Fairness （安全，偏见和公平）

注：感谢@gongle提供中文字幕

课后作业：无

GitHub访问困难的小伙伴也可以在订阅号「夕小瑶的卖萌屋」后台回复【week10】获取本期课程ppt等资料。

还在等什么，拉上身边的小伙伴，一起上车打卡学习鸭~~

扫码添加小夕后，回复【追剧】入群

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夕小瑶的卖萌屋

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订阅号主页下方「撩一下」有惊喜哦