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      Yerim Oh

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[30] [INDEX] CS224N 정리

09 Mar 2021

Reading time ~1 minute

Table of Contents
  • [31] Lecture 1: Word Vectors
  • [32] Lecture 2: Word Vectors 2 and Word Window Classification

본 포스팅은 CS224N을 한국어로 정리한 포스팅입니다

  • CS224N lecture overview
  • CS224N lecture vedio

[31] Lecture 1: Word Vectors

learn 31

  • INTRO
  • Problems with NLP
    • Problems resources like WordNet
    • Representing words as discrete symbols
  • Word2Vec
    • Representing words by their context
    • Word2Vec Overview
    • Word2vec: objective function
    • more about objective function
  • train the model

[32] Lecture 2: Word Vectors 2 and Word Window Classification

learn 32

  • INTRO
  • Word2vec2
    • negative sampling
    • aside
    • co-occurrence matrix
  • GLOVE
    • evaluate word vectors
      • Intrinsic
      • Extrinsic
  • Word senses and word sense ambiguity


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