Semantic role labeling via consensus in pattern-matching (2005)
| Venue: | In Proceedings of CoNLL-2005 |
| Citations: | 3 - 1 self |
BibTeX
@INPROCEEDINGS{Lin05semanticrole,
author = {Chi-san (althon Lin and Tony C. Smith},
title = {Semantic role labeling via consensus in pattern-matching},
booktitle = {In Proceedings of CoNLL-2005},
year = {2005}
}
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Abstract
This paper describes a system for semantic role labeling for the CoNLL2005 Shared task. We divide the task into two sub-tasks: boundary recognition by a general treebased predicate-argument recognition algorithm to convert a parse tree into a flat representation of all predicates and their related boundaries, and role labeling by a consensus model using a pattern-matching framework to find suitable roles for core constituents and adjuncts. We describe the system architecture and report results for the CoNLL2005 development dataset. 1
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