emnlp emnlp2010 emnlp2010-21 emnlp2010-21-reference knowledge-graph by maker-knowledge-mining
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Author: Eduardo Blanco ; Dan Moldovan
Abstract: This paper presents a method for the automatic discovery of MANNER relations from text. An extended definition of MANNER is proposed, including restrictions on the sorts of concepts that can be part of its domain and range. The connections with other relations and the lexico-syntactic patterns that encode MANNER are analyzed. A new feature set specialized on MANNER detection is depicted and justified. Experimental results show improvement over previous attempts to extract MANNER. Combinations of MANNER with other semantic relations are also discussed.
Collin F. Baker, Charles J. Fillmore, and John B. Lowe. 1998. The Berkeley FrameNet Project. In Proceedings of the 17th international conference on Computational Linguistics, Montreal, Canada. Eduardo Blanco, Hakki C. Cankaya, and Dan Moldovan. 2010. Composition of Semantic Relations: Model and Applications. In Proceedings of the 23rd International Conference on Computational Linguistics (COLING 2010), Beijing, China. Xavier Carreras and Llu ı´s M `arquez. 2005. Introduction to the CoNLL-2005 shared task: semantic role labeling. In CONLL ’05: Proceedings of the Ninth Conference on Computational Natural Language Learning, pages 152–164, Morristown, NJ, USA. Du S. Chang and Key S. Choi. 2006. Incremental cue phrase learning and bootstrapping method for causality extraction using cue phrase and word pair probabilities. Information Processing & Management, 42(3):662–678. Dmitry Davidov and Ari Rappoport. 2008. Unsupervised Discovery of Generic Relationships Using Pattern Clusters and its Evaluation by Automatically Generated SAT Analogy Questions. In Proceedings of ACL-08: HLT, pages 692–700, Columbus, Ohio. Dmitry Davidov, Ari Rappoport, and Moshe Koppel. 2007. Fully Unsupervised Discovery of ConceptSpecific Relationships by Web Mining. In Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics, pages 232–239, Prague, Czech Republic. Daniel Gildea and Daniel Jurafsky. 2002. Automatic Labeling Of Semantic Roles. Computational Linguistics, 28:245–288. Roxana Girju, Manju Putcha, and Dan Moldovan. 2003. Discovery of Manner Relations and Their Applicability to Question Answering. In Proceedings of the ACL 2003 Workshop on Multilingual Summarization and Question Answering, pages 54–60, Sapporo, Japan. Roxana Girju, Adriana Badulescu, and Dan Moldovan. 2006. Automatic Discovery of Part-Whole Relations. Computational Linguistics, 32(1):83–135. Roxana Girju, Preslav Nakov, Vivi Nastase, Stan Szpakowicz, Peter Turney, and Deniz Yuret. 2007. SemEval-2007 Task 04: Classification of Semantic Relations between Nominals. In Proceedings of the Fourth International Workshop on Semantic Evaluations (SemEval-2007), pages 13–18, Prague, Czech Republic. Ana M. Giuglea and Alessandro Moschitti. 2006. Semantic role labeling via FrameNet, VerbNet and PropBank. In Proceedings of the 21st International Conference on Computational Linguistics and the 44th 324 annual meeting of the Association for Computational Linguistics, pages 929–936, Morristown, NJ, USA. John A. Hawkins. 1999. The relative order of prepositional phrases in English: Going beyond MannerPlace-Time. Language Variation and Change, 11(03):231–266. Marti A. Hearst. 1992. Automatic Acquisition of Hyponyms from Large Text Corpora. In Proceedings of the 14th International Conference on Computational Linguistics, pages 539–545. Hermann Helbig. 2005. Knowledge Representation and the Semantics of Natural Language. Springer. Toru Hirano, Yoshihiro Matsuo, and Genichiro Kikui. 2007. Detecting Semantic Relations between Named Entities in Text Using Contextual Features. In Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics, Demo and Poster Sessions, pages 157–160, Prague, Czech Republic. Llu ı´s M `arquez, Xavier Carreras, Kenneth C. Litkowski, and Suzanne Stevenson. 2008. Semantic Role Labeling: An Introduction to the Special Issue. Computational Linguistics, 34(2): 145–159. Dan Moldovan, Christine Clark, and Mitchell Bowden. 2007. Lymba’s PowerAnswer 4 in TREC 2007. In Proceedings of the Sixteenth Text REtrieval Conference (TREC 2007). Paul Nulty. 2007. Semantic Classification of Noun Phrases Using Web Counts and Learning Algorithms. In Proceedings of the ACL 2007 Student Research Workshop, pages 79–84, Prague, Czech Republic. Martha Palmer, Daniel Gildea, and Paul Kingsbury. 2005. The Proposition Bank: An Annotated Corpus of Semantic Roles. Computational Linguistics, 31(1):71–106. Vivek Srikumar, Roi Reichart, Mark Sammons, Ari Rappoport, and Dan Roth. 2008. Extraction of Entailed Semantic Relations Through Syntax-Based Comma Resolution. In Proceedings of ACL-08: HLT, pages 1030–1038, Columbus, Ohio. Barker Szpakowicz, Ken Barker, and Stan Szpakowicz. 1995. Interactive semantic analysis of Clause-Level Relationships. In Proceedings of the Second Conference of the Pacific Association for Computational Linguistics, pages 22–30. Marta Tatu. 2005. Automatic Discovery of Intentions in Text and its Application to Question Answering. In Proceedings of the ACL Student Research Workshop, pages 3 1–36, Ann Arbor, Michigan. Peter D. Turney. 2006. Expressing Implicit Semantic Relations without Supervision. In Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, pages 3 13–320, Syd- ney, Australia.