A robust combination strategy for semantic role labeling

Lluís Màrquez; Mihai Surdeanu; Pere Comas; Jordi Turmo

doi:10.3115/1220575.1220656

A robust combination strategy for semantic role labeling

Lluís Màrquez, Mihai Surdeanu, Pere Comas, Jordi Turmo

Research output: Contribution to conference › Paper › peer-review

12 Scopus citations

Abstract

This paper focuses on semantic role labeling using automatically-generated syntactic information. A simple and robust strategy for system combination is presented, which allows to partially recover from input parsing errors and to significantly boost results of individual systems. This combination scheme is also very flexible since the individual systems are not required to provide any information other than their solution. Extensive experimental evaluation in the CoNLL- 2005 shared task framework supports our previous claims. The proposed architecture outperforms the best results reported in that evaluation exercise.

Original language	English (US)
Pages	644-651
Number of pages	8
DOIs	https://doi.org/10.3115/1220575.1220656
State	Published - 2005
Externally published	Yes
Event	Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing, HLT/EMNLP 2005, Co-located with the 2005 Document Understanding Conference, DUC and the 9th International Workshop on Parsing Technologies, IWPT - Vancouver, BC, Canada Duration: Oct 6 2005 → Oct 8 2005

Other

Other	Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing, HLT/EMNLP 2005, Co-located with the 2005 Document Understanding Conference, DUC and the 9th International Workshop on Parsing Technologies, IWPT
Country/Territory	Canada
City	Vancouver, BC
Period	10/6/05 → 10/8/05

ASJC Scopus subject areas

Computational Theory and Mathematics
Computer Science Applications
Information Systems

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Màrquez, L., Surdeanu, M., Comas, P., & Turmo, J. (2005). A robust combination strategy for semantic role labeling. 644-651. Paper presented at Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing, HLT/EMNLP 2005, Co-located with the 2005 Document Understanding Conference, DUC and the 9th International Workshop on Parsing Technologies, IWPT, Vancouver, BC, Canada. https://doi.org/10.3115/1220575.1220656

A robust combination strategy for semantic role labeling. / Màrquez, Lluís; Surdeanu, Mihai; Comas, Pere et al.
2005. 644-651 Paper presented at Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing, HLT/EMNLP 2005, Co-located with the 2005 Document Understanding Conference, DUC and the 9th International Workshop on Parsing Technologies, IWPT, Vancouver, BC, Canada.

Research output: Contribution to conference › Paper › peer-review

Màrquez, L, Surdeanu, M, Comas, P & Turmo, J 2005, 'A robust combination strategy for semantic role labeling', Paper presented at Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing, HLT/EMNLP 2005, Co-located with the 2005 Document Understanding Conference, DUC and the 9th International Workshop on Parsing Technologies, IWPT, Vancouver, BC, Canada, 10/6/05 - 10/8/05 pp. 644-651. https://doi.org/10.3115/1220575.1220656

Màrquez L, Surdeanu M, Comas P, Turmo J. A robust combination strategy for semantic role labeling. 2005. Paper presented at Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing, HLT/EMNLP 2005, Co-located with the 2005 Document Understanding Conference, DUC and the 9th International Workshop on Parsing Technologies, IWPT, Vancouver, BC, Canada. doi: 10.3115/1220575.1220656

Màrquez, Lluís ; Surdeanu, Mihai ; Comas, Pere et al. / A robust combination strategy for semantic role labeling. Paper presented at Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing, HLT/EMNLP 2005, Co-located with the 2005 Document Understanding Conference, DUC and the 9th International Workshop on Parsing Technologies, IWPT, Vancouver, BC, Canada.8 p.

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A robust combination strategy for semantic role labeling

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