2017 · 53 citations · 29 references
ComputingComputer ScienceComputational LinguisticsNatural Language ProcessingSemanticsLanguage ModelingLanguage ModelsNatural Language UnderstandingSemantic ProcessingWord EmbeddingsWord MeaningConcept EmbeddingConceptual CognitionConceptual KnowledgeDistribution EncodingsLow-dimensional EmbeddingsSense EmbeddingsWord Representation Learning
word representation methods exploit word co-occurrences to build compact vector encodings of words.
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Distributed Representations of Words and Phrases and their Compositionality
Tomáš Mikolov, Ilya Sutskever, Kai Chen et al. · arXiv (Cornell University) · 2013 · 18.1K citations · Full text
George A. Miller · Communications of the ACM · 1995 · 14.1K citations · Full text
Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank
Richard Socher, Alex Perelygin, Jean Y. Wu et al. · 2013 · 6.8K citations · Full text
A unified architecture for natural language processing
Ronan Collobert, Jason Weston · 2008 · 5.2K citations