ML Anthology

Improving Word Sense Disambiguation in Lexical Chaining

Michel Galley, Kathleen R. McKeown
IJCAI 2003 pp. 1486-1488
doi:10.7916/D86M3G58 /ijcai/2003/galley2003ijcai-improving/

Abstract

Previous algorithms to compute lexical chains suffer either from a lack of accuracy in word sense disambiguation (WSD) or from computational inefficiency. In this paper, we present a new linear-time algorithm for lexical chaining that adopts the assumption of one sense per discourse. Our results show an improvement over previous algorithms when evaluated on a WSD task.

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Text

Galley and McKeown. "Improving Word Sense Disambiguation in Lexical Chaining." International Joint Conference on Artificial Intelligence, 2003. doi:10.7916/D86M3G58

Markdown

[Galley and McKeown. "Improving Word Sense Disambiguation in Lexical Chaining." International Joint Conference on Artificial Intelligence, 2003.](https://mlanthology.org/ijcai/2003/galley2003ijcai-improving/) doi:10.7916/D86M3G58

BibTeX

@inproceedings{galley2003ijcai-improving,
  title     = {{Improving Word Sense Disambiguation in Lexical Chaining}},
  author    = {Galley, Michel and McKeown, Kathleen R.},
  booktitle = {International Joint Conference on Artificial Intelligence},
  year      = {2003},
  pages     = {1486-1488},
  doi       = {10.7916/D86M3G58},
  url       = {https://mlanthology.org/ijcai/2003/galley2003ijcai-improving/}
}