Document Representation List

• 2016-NLP Research Lab Part 1: Distributed Representations: How I Learned To Stop Worrying And Love Word Embeddings

Word Vectors

• 2018-Understanding word vectors: Understanding word vectors: A tutorial for “Reading and Writing Electronic Text,” a class I teach at ITP.

Word2Vec

• The Code Word2Vec Tutorial Part I: The SkipGram Model，Word2Vec Tutorial Part 2 - Negative Sampling

• word2vec Explained: Deriving Mikolov et al.’s Negative-Sampling Word-Embedding Method

• word2vec Parameter Learning Explained

• 论文翻译章节：基于 Negative Sampling 的模型

• word2vec: negative sampling (in layman term)?

• Deep-Learning-What-is-meant-by-a-distributed-representation

• Google - Word2Vec

• Deep Learning 实战之 word2vec

• word2vector 学习笔记(一)

• 词向量和语言模型

• 关于多个词向量算法的实现对比

• 斯坦福深度学习课程第二弹：词向量内部和外部任务评价