Word Sense Detection (WSD) Algorithm

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A word sense detection (WSD) algorithm is a shallow semantic NLP algorithm that can solve a word sense detection task.



References

2009

  • (Sinha & Mihalcea, 2009) ⇒ Ravi Sinha, and Rada Mihalcea. (2009). “Unsupervised Graph-based Word Sense Disambiguation.” In: “Current Issues in Linguistic Theory: Recent Advances in Natural Language Processing”, Editors Nicolas Nicolov and Ruslan Mitkov. John Benjamins Publishers. ISBN:1556195915

2007

  • (Mihalcea, 2007) ⇒ Rada Mihalcea. (2007). “Using Wikipedia for Automatic Word Sense Disambiguation.” In: Proceedings of NAACL-HLT, 2007
    • This paper describes a method for generating sense-tagged data using Wikipedia as a source of sense annotations. Through word sense disambiguation experiments, we show that the Wikipedia-based sense annotations are reliable and can be used to construct accurate sense classifiers."

2006

  • Razvan C. Bunescu and Marius Paşca. (2006). “Using encyclopedic knowledge for named entity disambiguation.” In: Proceedings of the 11th Conference of the European Chapter of the Association for Computational Linguistics (EACL-06).
  • (AgirreMLS) ⇒ Eneko Agirre, David Martínez, Oier López de Lacalle and Aitor Soroa. (2006). “Two graph-based algorithms for state-of-the-art WSD.” In: Proceedings of EMNLP06 at ACL06.
    • This paper explores the use of two graph algorithms for unsupervised induction and tagging of nominal word senses based on corpora.

2005

2004

2003

2002

1998

  • (Leacock et al., 1998) ⇒ Claudia Leacock, Martin Chodorow, and George A. Miller, (1998). “Using Corpus Statistics and WordNet Relations for Sense Identification.” In: Computational Linguistics, 24(1):147–165
    • It presents a method to obtain sense-tagged examples using monosemous relatives.
  • (Leacock & Chodorow, 1998) ⇒ Claudia Leacock, and Martin Chodorow. (1998). “Combining local context with WordNet Similarity for Word Sense Identification].” In: Christiane Fellbaum, editor, WordNet: A Lexical Reference System and its Application. MIT Press, Cambridge, MA.
  • (Pedersen & Bruce, 1998) ⇒ Ted Pedersen, and Rebecca Bruce. (1998). “Knowledge lean word-sense disambiguation.” In: Proceedings of the 15th National Conference on Artificial Intelligence.

1997

  • (Jiang and Conrath) ⇒ Jay J. Jiang, and David W. Conrath. (1997). “Semantic Similarity Based on Corpus Statistics and Lexical Taxonomy.” In: Proceedings on International Conference on Research in Computational Linguistics.

1996

1995

1993

1986