Lexicon-based NLP Algorithm

A Lexicon-based NLP Algorithm is an NLP algorithm that uses a lexicon database.

• See: Lexicon-based Sentiment Analysis.

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References

2011

• (Taboada et al., 2011) ⇒ Maite Taboada, Julian Brooke, Milan Tofiloski, Kimberly Voll, and Manfred Stede. (2011). “Lexicon-based Methods for Sentiment Analysis.” In: Computational Linguistics Journal, 37(2). doi:10.1162/COLI_a_00049
  • QUOTE: We present a lexicon-based approach to extracting sentiment from text.

2008

• (Ding et al., 2008) ⇒ Xiaowen Ding, Bing Liu, and Philip S. Yu. (2008). “A Holistic Lexicon-based Approach to Opinion Mining.” In: Proceedings of the International Conference on Web Search and Web Data Mining (WSDM 2008). doi:10.1145/1341531.1341561
  • QUOTE: In this paper, we propose a holistic lexicon-based approach to solving the problem by exploiting external evidences and linguistic conventions of natural language expressions.

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