ML Anthology

A Unified Knowledge Based Approach for Sense Disambiguation and Semantic Role Labeling

Peter Z. Yeh, Bruce W. Porter, Ken Barker
AAAI 2006 pp. 305-311
/aaai/2006/yeh2006aaai-unified/

Abstract

In this paper, we present a unified knowledge based approach for sense disambiguation and semantic role labeling. Our approach performs both tasks through a single algorithm that matches candidate semantic interpretations to background knowledge to select the best matching candidate. We evaluate our approach on a corpus of sentences collected from various domains and show how our approach performs well on both sense disambiguation and semantic role labeling.

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Cite

Text

Yeh et al. "A Unified Knowledge Based Approach for Sense Disambiguation and Semantic Role Labeling." AAAI Conference on Artificial Intelligence, 2006.

Markdown

[Yeh et al. "A Unified Knowledge Based Approach for Sense Disambiguation and Semantic Role Labeling." AAAI Conference on Artificial Intelligence, 2006.](https://mlanthology.org/aaai/2006/yeh2006aaai-unified/)

BibTeX

@inproceedings{yeh2006aaai-unified,
  title     = {{A Unified Knowledge Based Approach for Sense Disambiguation and Semantic Role Labeling}},
  author    = {Yeh, Peter Z. and Porter, Bruce W. and Barker, Ken},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2006},
  pages     = {305-311},
  url       = {https://mlanthology.org/aaai/2006/yeh2006aaai-unified/}
}