acl acl2013 acl2013-267 acl2013-267-reference knowledge-graph by maker-knowledge-mining
Source: pdf
Author: Travis Wolfe ; Benjamin Van Durme ; Mark Dredze ; Nicholas Andrews ; Charley Beller ; Chris Callison-Burch ; Jay DeYoung ; Justin Snyder ; Jonathan Weese ; Tan Xu ; Xuchen Yao
Abstract: We introduce PARMA, a system for crossdocument, semantic predicate and argument alignment. Our system combines a number of linguistic resources familiar to researchers in areas such as recognizing textual entailment and question answering, integrating them into a simple discriminative model. PARMA achieves state of the art results on an existing and a new dataset. We suggest that previous efforts have focussed on data that is biased and too easy, and we provide a more difficult dataset based on translation data with a low baseline which we beat by 17% F1.
Nicholas Andrews, Jason Eisner, and Mark Dredze. 2012. Name phylogeny: A generative model of string variation. In Empirical Methods in Natural Language Processing (EMNLP). Amit Bagga and Breck Baldwin. 1999. Crossdocument event coreference: Annotations, experiments, and observations. In Proceedings of the Workshop on Coreference and its Applications, pages 1–8. Association for Computational Linguistics. Collin F. Baker, Charles J. Fillmore, and John B. Lowe. 1998. The berkeley framenet project. In Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics Volume 1, ACL ’98, pages 86–90, Stroudsburg, PA, USA. Association for Computational Linguistics. Cosmin Adrian Bejan and Sanda Harabagiu. 2010. Unsupervised event coreference resolution with rich linguistic features. In Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, ACL ’ 10, pages 1412–1422, Strouds- burg, PA, USA. Association for Computational Linguistics. 67 Trevor Cohn, Chris Callison-Burch, and Mirella Lapata. 2008. Constructing corpora for the development and evaluation of paraphrase systems. Comput. Linguist., 34(4):597–614, December. Hal Daum e´. 2007. Frustratingly easy domain adaptation. In Annual meeting-association for computational linguistics, volume 45, page 256. Mark Dredze, Paul McNamee, Delip Rao, Adam Gerber, and Tim Finin. 2010. Entity disambiguation for knowledge base population. In Conference on Computational Linguistics (Coling). Charles J. Fillmore. 1976. Frame semantics and the nature of language. Annals of the New York Academy of Sciences: Conference on the Origin and Development of Language and Speech, 280(1):20– 32. Juri Ganitkevitch, Benjamin Van Durme, and Chris Callison-Burch. 2013. Ppdb: The paraphrase database. In North American Chapter of the Association for Computational Linguistics (NAACL). Xianpei Han and Le Sun. 2011. A generative entitymention model for linking entities with knowledge base. In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies-Volume 1, pages 945– 954. Association for Computational Linguistics. Heeyoung Lee, Marta Recasens, Angel Chang, Mihai Surdeanu, and Dan Jurafsky. 2012. Joint entity and event coreference resolution across documents. In Proceedings of the Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLPCoNLL). Andrew Kachites McCallum. 2002. Mallet: A machine learning for language toolkit. http://www.cs.umass.edu/ mccallum/mallet. George A Miller. 1995. Wordnet: a lexical database for english. Communications of the ACM, 38(1 1):39–41. Courtney Napoles, Matthew Gormley, and Benjamin Van Durme. 2012. Annotated gigaword. In AKBCWEKEX Workshop at NAACL 2012, June. Robert Parker, David Graff, Jumbo Kong, Ke Chen, and Kazuaki Maeda. 2011. English gigaword fifth edition. Michael Roth and Anette Frank. 2012. Aligning predicate argument structures in monolingual comparable texts: A new corpus for a new task. In *SEM 2012: The First Joint Conference on Lexical and Computational Semantics – Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation (SemEval 2012), pages 218– 227, Montr ´eal, Canada, 7-8 June. Association for Computational Linguistics. Xuchen Yao, Benjamin Van Durme, Peter Clark, and Chris Callison-Burch. 2013. Answer extraction as sequence tagging with tree edit distance. In North American Chapter of the Association for Computa- tional Linguistics (NAACL). K. Zhang and D. Shasha. 1989. Simple fast algorithms for the editing distance between trees and related problems. SIAM J. Comput., 18(6): 1245–1262, December. 68