A unified framework for scope learning via simplified shallow semantic parsing

EMNLP 2010 - Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference

Volumn , Issue , 2010, Pages 714-724

  Zhu, Qiaoming ^a   Li, Junhui ^a   Wang, Hongling ^a   Zhou, Guodong ^a  

^a SOOCHOW UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BIOSCOPES; LEARNING PROBLEM; SHALLOW SEMANTIC PARSING; STRUCTURAL INFORMATION; UNIFIED FRAMEWORK;

COMPUTATIONAL LINGUISTICS; SEMANTICS;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 79960767374     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (25)

1. Xavier Carreras and Lluís Màrquez. 2005. Introduction to the CoNLL-2005 Shared Task: Semantic Role Labeling. CoNLL' 2005.
2. Wendy W. Chapman, Will Bridewell, Paul Hanbury, Gregory F. Cooper, and Bruce G. Buchanan. 2001. A Simple Algorithm for Identifying Negated Findings and Diseases in Discharge Summaries. Journal of Biomedical Informatics, 34: 301-310. (Pubitemid 34694864)
3. Nigel Collier, Hyun Seok Park, Norihiro Ogata, et al. 1999. The GENIA Project: Corpus-Based Knowledge Acquisition and Information Extraction from Genome Research Papers. EACL'1999.
4. Richárd Farkas, Veronika Vincze, György Móra, János Csirik, and György Szarvas. 2010. The CoNLL-2010 Shared Task: Learning to Detect Hedges and their Scope in Natural Language Text. CoNLL'2010: Shared Task.
5. Daniel Gildea and Martha Palmer. 2002. The Necessity of Parsing for Predicate Argument Recognition. ACL'2002.
6. Ilya M. Goldin and Wendy W. Chapman. 2003. Learning to Detect Negation with 'Not' in Medical Texts. SIGIR'2003.
7. Zheng Ping Jiang and Hwee Tou Ng. 2006. Semantic Role Labeling of NomBank: A Maximum Entropy Approach. EMNLP' 2006.
8. Yoong Keok Lee and Hwee Tou Ng. 2002. An Empirical Evaluation of Knowledge Sources and Learning Algorithms for Word Sense Disambiguation. EMNLP'2002.
9. Junhui Li, Guodong Zhou, Hai Zhao, Qiaoming Zhu, and Peide Qian. 2009. Improving Nominal SRL in Chinese Language with Verbal SRL Information and Automatic Predicate Recognition. EMNLP' 2009.
10. Marc Light, Xin Ying Qiu, and Padmini Srinivasan. 2004. The Language of Bioscience: Facts, Speculations, and Statements in Between. BioLink'2004.
11. Ben Medlock and Ted Briscoe. 2007. Weakly Supervised Learning for Hedge Classification in Scientific Literature. ACL'2007.
12. Roser Morante, Anthony Liekens, and Walter Daele-mans. 2008. Learning the Scope of Negation in Bio-medical Texts. EMNLP'2008.
13. Roser Morante and Walter Daelemans. 2009a. A Metalearning Approach to Processing the Scope of Negation. CoNLL'2009.
14. Roser Morante and Walter Daelemans. 2009b. Learning the Scope of Hedge Cues in Biomedical Texts. BioNLP'2009.
15. Lilja Øvrelid, Erik Velldal, and Stephan Oepen. 2010. Syntactic Scope Resolution in Uncertainty Analysis. COLING'2010.
16. Arzucan Özgür, Dragomir R. Radev. 2009. Detecting Speculations and their Scopes in Scientific Text. EMNLP'2009.
17. Slav Petrov and Dan Klein. 2007. Improved Inference for Unlexicalized Parsing. NAACL'2007.
18. Vasin Punyakanok, Dan Roth, and Wen-tau Yih. 2005. The Necessity of Syntactic Parsing for Semantic Role Labeling. IJCAI' 2005.
19. György Szarvas. 2008. Hedge Classification in Bio-medical Texts with a Weakly Supervised Selection of Keywords. ACL'2008.
20. György Szarvas, Veronika Vincze, Richárd Farkas, and János Csirik. 2008. The BioScope corpus: Annotation for Negation, Uncertainty and their Scope in Biomedical Texts. BioNLP'2008.
21. Yuka Tateisi, Akane Yakushiji, Tomoko Ohta, and Jun'ichi Tsujii. 2005. Syntax Annotation for the GENIA Corpus. IJCNLP'2005 (Companion volume).
22. Peter D. Turney. 2002. Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of Reviews. ACL'2002.
23. Veronika Vincze, György Szarvas, Richárd Farkas, György Móra, and János Csirik. 2008. The BioScope corpus: biomedical texts annotated for uncertainty, negation and their scopes. BMC Bioinformatics, 9(Suppl 11):S9.
24. Nianwen Xue and Martha Palmer. 2004. Calibrating Features for Semantic Role Labeling. EMNLP'2004.
25. Nianwen Xue. 2008. Labeling Chinese Predicates with Semantic Roles. Computational Linguistics, 34(2):225-255.