Word Embedding（Word2Vec, Glove）

August 5, 2018

개념

• 빈도수 세기의 놀라운 마법 Word2Vec, Glove, Fasttext
• word embedding (gloVe/word2vec)

Application

Word2Vec

• Word2Vec으로 문장 분류하기 · ratsgo’s blog

Library

• Word2Vec Tutorial in Gensim (python library)

Glove

• Glove, 실전 사용하기 · ratsgo’s blog with glove (python library)
  • 병증 본초 관련성 학습에 응용 가능

Library

• What is GloVe? with glove_python (python library)

Library

• GloVe Word Embeddings in text2vec (R library)

WordBank

• WordRank: Learning Word Embeddings via Robust Ranking

Library

• WordRank in Gensim (python library)