Target-Words Sense Disambiguation Task

A Target-Words Sense Disambiguation Task is a word sense disambiguation task for a specified word mention in the text item.

• Context:
  • It can be solved by a Target-Word Sense Disambiguation System (such as a Supervised Target-Word Sense Disambiguation System).
  • …
• Counter-Example(s):
  • All-Word Sense Disambiguation Task.
• See: Wikification.

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References

2006

• (Joshi et al., 2006) ⇒ Mahesh Joshi, Serguei Pakhomov, Ted Pedersen, Richard Maclin, and Christopher Chute. (2006). “An End-to-end Supervised Target-Word Sense Disambiguation System.” In: Proceedings of AAAI-2006 (Intelligent System Demonstration).
  • QUOTE: We present an extensible supervised Target-Word Sense Disambiguation system that leverages upon GATE (General Architecture for Text Engineering), NSP (Ngram Statistics Package) and WEKA (Waikato Environment for Knowledge Analysis) to present an end-to-end solution that integrates feature identification, feature extraction, preprocessing and classification.

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