Brutus: A semantic role labeling system incorporating CCG, CFG, and dependency features

ACL-IJCNLP 2009 - Joint Conf. of the 47th Annual Meeting of the Association for Computational Linguistics and 4th Int. Joint Conf. on Natural Language Processing of the AFNLP, Proceedings of the Conf.

Volumn , Issue , 2009, Pages 37-45

  Boxwell, Stephen A ^a   Mehay, Dennis ^a   Brew, Chris ^a  

^a OHIO STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA SPARSITY; F-SCORE; INCREMENTAL PARSING; PERFORMANCE GAIN; SEMANTIC ROLE LABELING; STATE OF THE ART; SUBCATEGORIZATION;

ERROR ANALYSIS; FORESTRY; NATURAL LANGUAGE PROCESSING SYSTEMS; SEMANTICS;

COMPUTATIONAL LINGUISTICS;

EID: 77952528555     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (22)

1. Srinivas Bangalore and Aravind Joshi. 1999. Supertagging: An approach to almost parsing. Computational Linguistics, 25(2):237-265.
2. Adam L. Berger, S. Della Pietra, and V. Della Pietra. 1996. A maximum entropy approach to natural language processing. Computational Linguistics, 22(1):39-71.
3. D.M. Bikel. 2004. Intricacies of Collins' parsing model. Computational Linguistics, 30(4):479-511.
4. Stephen A. Boxwell and Michael White. 2008. Projecting propbank roles onto the ccgbank. In Proceedings of the Sixth International Language Resources and Evaluation Conference (LREC-08), Marrakech, Morocco.
5. J. Carroll, G. Minnen, and T. Briscoe. 2003. Parser evaluation. Treebanks: Building and Using Parsed Corpora, pages 299-316.
6. E. Charniak. 2001. Immediate-head parsing for language models. In Proc. ACL-01, volume 39, pages 116-123.
7. Stephen Clark and James R. Curran. 2007. Widecoverage Efficient Statistical Parsing with CCG and Log-linear Models. Computational Linguistics, 33(4):493-552.
8. Stephen Clark. 2002. Supertagging for combinatory categorial grammar. In Proceedings of the 6th International Workshop on Tree Adjoining Grammars and Related Frameworks (TAG+6), pages 19-24, Venice, Italy.
9. M. Collins. 2003. Head-driven statistical models for natural language parsing. Computational Linguistics, 29(4):589-637.
10. Daniel Gildea and Julia Hockenmaier. 2003. Identifying semantic roles using Combinatory Categorial Grammar. In Proc. EMNLP-03.
11. Julia Hockenmaier and Mark Steedman. 2007. CCGbank: A Corpus of CCG Derivations and Dependency Structures Extracted from the Penn Treebank. Computational Linguistics, 33(3):355-396.
12. R. Johansson and P. Nugues. 2008. Dependencybased syntactic-semantic analysis with PropBank and NomBank. Proceedings of CoNLL-2008.
13. D C Liu and Jorge Nocedal. 1989. On the limited memory method for large scale optimization. Mathematical Programming B, 45(3).
14. Lluís Màrquez, Xavier Carreras, Kenneth C. Litowski, and Suzanne Stevenson. 2008. Semantic Role Labeling: An Introduction to the Special Issue. Computational Linguistics, 34(2):145-159.
15. Paola Merlo and Gabrile Musillo. 2008. Semantic parsing for high-precision semantic role labelling. In Proceedings of CONLL-08, Manchester, UK.
16. Gabriele Musillo and Paola Merlo. 2006. Robust parsing of the proposition bank. In Proceedings of the EACL 2006 Workshop ROMAND, Trento.
17. J. Nivre, J. Hall, J. Nilsson, A. Chanev, G. Eryigit, S. Kübler, S. Marinov, and E. Marsi. 2007. Malt-Parser: A language-independent system for datadriven dependency parsing. Natural Language Engineering, 13(02):95-135.
18. Martha Palmer, Daniel Gildea, and Paul Kingsbury. 2005. The Proposition Bank: An Annotated Corpus of Semantic Roles. Computational Linguistics, 31(1):71-106.
19. Vasin Punyakanok, Dan Roth, and Wen tau Yih. 2008. The Importance of Syntactic Parsing and Inference in Semantic Role Labeling. Computational Linguistics, 34(2):257-287.
20. Mark Steedman. 2000. The Syntactic Process. MIT Press.
21. M. Surdeanu, L. Màrquez, X. Carreras, and P. Comas. 2007. Combination strategies for semantic role labeling. Journal of Artificial Intelligence Research, 29:105-151.
22. K. Toutanova, A. Haghighi, and C.D. Manning. 2008. A global joint model for semantic role labeling. Computational Linguistics, 34(2):161-191.