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Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora

A word’s sentiment depends on the domain in which it is used. Computational social science research thus requires sentiment lexicons that are specific to the domains being studied. We combine domain-specific word embeddings with a label propagation framework to induce accurate domain-specific sentim...

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書目詳細資料
發表在:Proc Conf Empir Methods Nat Lang Process
Main Authors: Hamilton, William L., Clark, Kevin, Leskovec, Jure, Jurafsky, Dan
格式: Artigo
語言:Inglês
出版: 2016
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC5483533/
https://ncbi.nlm.nih.gov/pubmed/28660257
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.18653/v1/D16-1057
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