Distributional Semantics
- Class-based n-gram Models of Natural Language, Brown et al., CL, 1992.
- Indexing by Latent Semantic Analysis, Deerwester et al., ASIA, 1990.
- Efficient Estimation of Word Representations in Vector Space, Mikolov et al., ICLR, 2013.
- Distributed Representations of Words and Phrases and their Compositionality, Mikolov et al., NIPS, 2013.
- Semi-Supervised Learning for Natural Language, Liang, MIT, 2005.
- Word representations: A simple and general method for semi-supervised learning, Turian et al., ACL, 2010.†
- Linguistic Regularities in Sparse and Explicit Word Representations, Levy and Goldberg, CoNLL, 2014.†
- word2vec Explained: Deriving Mikolov et al.’s Negative-Sampling Word-Embedding Method, Goldberg and Levy, ArXiv, 2014.
- word2vec Parameter Learning Explained, Rong, ArXiv, 2014.
