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context2vec: Learning Generic Context Embedding with Bidirectional LSTM

1 Aug 2016CONLL 2016 8archive 2025-07-28

Oren Melamud, Jacob Goldberger, Ido Dagan

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Tasks

ChunkingCoreference ResolutionNamed Entity Recognition (NER)Semantic Role LabelingWord EmbeddingsWord Sense DisambiguationWord Sense Induction

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Methods

Introduced by this paper: context2vec

BiLSTMLSTMSigmoid ActivationTanh Activationcontext2vec

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