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

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

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 proceeding › Conference 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 language	English (US)
Title of host publication	Proceedings of the 21st National Conference on Artificial Intelligence and the 18th Innovative Applications of Artificial Intelligence Conference, AAAI-06/IAAI-06
Pages	1941-1942
Number of pages	2
State	Published - 2006
Externally published	Yes
Event	21st 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 2006 → Jul 20 2006

Publication series

Name	Proceedings of the National Conference on Artificial Intelligence
Volume	2

Other

Other	21st National Conference on Artificial Intelligence and the 18th Innovative Applications of Artificial Intelligence Conference, AAAI-06/IAAI-06
Country/Territory	United States
City	Boston, MA
Period	7/16/06 → 7/20/06

ASJC Scopus subject areas

Software
Artificial Intelligence

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).

An end-to-end supervised target-word sense disambiguation system. / Joshi, Mahesh; Pakhomov, Serguei; Pedersen, Ted et al.
Proceedings of the 21st National Conference on Artificial Intelligence and the 18th Innovative Applications of Artificial Intelligence Conference, AAAI-06/IAAI-06. 2006. p. 1941-1942 (Proceedings of the National Conference on Artificial Intelligence; Vol. 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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. Proceedings of the National Conference on Artificial Intelligence, vol. 2, pp. 1941-1942, 21st National Conference on Artificial Intelligence and the 18th Innovative Applications of Artificial Intelligence Conference, AAAI-06/IAAI-06, Boston, MA, United States, 7/16/06.

Joshi M, Pakhomov S, Pedersen T, Machn R, Chute C. 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. 2006. p. 1941-1942. (Proceedings of the National Conference on Artificial Intelligence).

Joshi, Mahesh ; Pakhomov, Serguei ; Pedersen, Ted et al. / An end-to-end supervised target-word sense disambiguation system. Proceedings of the 21st National Conference on Artificial Intelligence and the 18th Innovative Applications of Artificial Intelligence Conference, AAAI-06/IAAI-06. 2006. pp. 1941-1942 (Proceedings of the National Conference on Artificial Intelligence).

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

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ASJC Scopus subject areas

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