The integration of syntactic parsing and semantic role labeling (2005)
by
Szu-ting Yi
| Venue: | In Proceedings of CoNLL 2005 |
| Citations: | 7 - 0 self |
BibTeX
@INPROCEEDINGS{Yi05theintegration,
author = {Szu-ting Yi},
title = {The integration of syntactic parsing and semantic role labeling},
booktitle = {In Proceedings of CoNLL 2005},
year = {2005}
}
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Abstract
This paper describes a system for the CoNLL-2005 Shared Task on Semantic Role Labeling. We trained two parsers with the training corpus in which the semantic argument information is attached to the constituent labels, we then used the resulting parse trees as the input of the pipelined SRL system. We present our results of combining the output of various SRL systems using different parsers. 1
Citations
| 780 | Head-Driven Statistical Models for Natural Language Parsing - Collins - 1999 |
| 671 | A Maximum-Entropy-Inspired Parser - Charniak - 2000 |
| 256 | Kingsbury (2005) The Proposition Bank: an annotated corpus of semantic roles - Martha, Gildea, et al. |
| 239 | The Penn Treebank: Annotating Predicate Argument Structure - Marcus - 1994 |
| 136 | Learning to Parse Natural Language with Maximum Entropy Models’. Machine Learning 34:151–175 - Ratnaparkhi - 1999 |
| 67 | Support vector learning for semantic argument classification - Pradhan, Hacioglu, et al. - 2005 |
| 62 | D.: Semantic role labeling via integer linear programming inference - Punyakanok, Roth, et al. - 2004 |
| 60 | The necessity of parsing for predicate argument recognition - Gildea, Palmer - 2002 |
