An end-to-end supervised target-word sense disambiguation system

Mahesh Joshi, Serguei Pakhomov, Ted Pedersen, Richard Machn, Christopher Chute

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

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-toend solution that integrates feature identification, feature extraction, preprocessing and classification.

Original languageEnglish (US)
Title of host publicationProceedings of the 21st National Conference on Artificial Intelligence and the 18th Innovative Applications of Artificial Intelligence Conference, AAAI-06/IAAI-06
Pages1941-1942
Number of pages2
StatePublished - Nov 13 2006
Externally publishedYes
Event21st National Conference on Artificial Intelligence and the 18th Innovative Applications of Artificial Intelligence Conference, AAAI-06/IAAI-06 - Boston, MA, United States
Duration: Jul 16 2006Jul 20 2006

Publication series

NameProceedings of the National Conference on Artificial Intelligence
Volume2

Other

Other21st National Conference on Artificial Intelligence and the 18th Innovative Applications of Artificial Intelligence Conference, AAAI-06/IAAI-06
CountryUnited States
CityBoston, MA
Period7/16/067/20/06

ASJC Scopus subject areas

  • Software
  • Artificial Intelligence

Fingerprint Dive into the research topics of 'An end-to-end supervised target-word sense disambiguation system'. Together they form a unique fingerprint.

  • Cite this

    Joshi, M., Pakhomov, S., Pedersen, T., Machn, R., & Chute, C. (2006). An end-to-end supervised target-word sense disambiguation system. In Proceedings of the 21st National Conference on Artificial Intelligence and the 18th Innovative Applications of Artificial Intelligence Conference, AAAI-06/IAAI-06 (pp. 1941-1942). (Proceedings of the National Conference on Artificial Intelligence; Vol. 2).