Aligning features with sense distinction dimensions

COLING/ACL 2006 - 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Main Conference Poster Sessions

Volumn , Issue , 2006, Pages 921-928

  Xue, Nianwen ^a   Chen, Jinying ^b   Palmer, Martha ^a  

^a UNIVERSITY OF COLORADO   (United States)

^b UNIVERSITY OF PENNSYLVANIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; NATURAL LANGUAGE PROCESSING SYSTEMS;

LABELLING SYSTEMS; LINGUISTIC FEATURES; PERFORMANCE; SEMANTIC ROLE LABELING; SEMANTIC ROLES; WORD SENSE; WORD SENSE DISAMBIGUATION; WORD SENSE DISAMBIGUATION SYSTEMS;

SEMANTICS;

EID: 80053345073     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (23)

1. Avrim L. Blum and Pat Langley. 1997. Selection of relevant features and examples in machine learning. Artificial Intelligence, 97:245-271, 1997.
2. Jinying Chen and Martha Palmer. 2004. Chinese Verb Sense Discrimination Using an EM Clustering Model with Rich Linguistic Features, In Proc. of the 42nd Annual meeting of the Assoication for Computational Linguistics, ACL-04. July 21-24, Barcelona, Spain
3. Jinying Chen and Martha Palmer. 2005. Towards Robust High Performance Word Sense Disambiguation of English Verbs Using Rich Linguistic Features. In Proc. of the 2nd International Joint Conference on Natural Language Processing. Jeju Island, Korea, in press.
4. Stanley. F. Chen and Ronald Rosenfeld. 1999. A Gaussian Prior for Smoothing Maximum Entropy Modals. Technical Report CMU-CS-99-108, CMU.
5. Hoa T. Dang, Ching-yi Chia, Martha Palmer and Fu-Dong Chiou. 2002. Simple Features for Chinese Word Sense Disambiguation. In Proceedings of COLING-2002, the Nineteenth Int. Conference on Computational Linguistics, Taipei, Aug.24-Sept.1.
6. Hoa T. Dang. 2004. Investigations into the role of lexical semantics in word sense disambiguation. PhD Thesis. University of Pennsylvania.
7. Hoa Dang and Martha Palmer. 2005. The role of semantic roles in disambiguating verb senses. In Proceedings of ACL-05, Ann Arbor, Michigan.
8. Zhendong Dong and Qiang Dong, HowNet. 1991. http://www.keenage.com.
9. Christiane Fellbaum, ed. 1998. WordNet: An Electronic Lexical Database. Cambridge, MA: MIT Press.
10. Veronique Hoste, Iris Hendrickx, Walter Daelemans, and Antal van den Bosch. 2002. Parameter optimization for machine-learning of word sense disambiguation. NLE, Special Issue on Word Sense Disambiguation Systems, 8(4):311-325.
11. Eduard Hovy, Mtchchell Marcus, Martha Palmer, Lance Ramshaw and Ralph Weischedel. 2006. OntoNotes: the 90% solution. In Proceedings of the HLT-NAACL 2006, New York City.
12. Wanyin Li, Qin Lu and Wenjie Li. 2005. Integrating Collocation Features in Chinese Word Sense Disambiguation. In Proceedings of the Fourth Sighan Workshop on Chinese Language Processing. pp: 87-94. Jeju, Korea.
13. Andrew K. McCallum: MALLET: A Machine Learning for Language Toolkit. http://www.cs.umass.edu/~mccallum/mallet (2002).
14. Rada Mihalcea, Timothy Chklovski and Adam Kilgarriff. 2004. The Senseval-3 English lexical sample task. In Proceedings of Senseval-3: The Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text. Barcelona, Spain. July.
15. rd International Workshop on the Evaluation of Systems for the Semantic Analysis of Text (SENSEVAL-3). Barcelona, Spain.
16. Martha Palmer, Christiane Fellbaum, Scott Cotton, Lauren Delfs, and Hoa Trang Dang. 2001. English tasks: All-words and verb lexical sample. Proceedings of Senseval-2: Second International Workshop on Evaluating Word Sense Disambiguation Systems, Toulouse, France, 21-24.
17. Martha Palmer, Daniel Gildea, and Paul Kingsbury. 2005. The Proposition Bank: An Annotated Corpus of Semantic Roles, Computational Linguistics, 31(1): 71-106.
18. Martha Palmer, Christiane Fellbaum and Hoa Trang Dang. (to appear, 2006). Making fine-grained and coarse-grained sense distinctions, both manually and automatically. Natural Language Engineering.
19. Ruifeng Xu, Qin Lu, and Yin Li. 2003. An automatic Chinese Collocation Extraction Algorithm Based On Lexical Statistics. In Proceedings of the NLPKE Workshop. Beijing, China.
20. Nianwen Xue, Fei Xia, Fu-Dong Chiou and Martha Palmer. 2005. The Penn Chinese Treebank: Phrase Structure Annotation of a Large Corpus. Natural Language Engineering, 11(2):207-238.
21. Nianwen Xue and Martha Palmer. 2003. Annotating Propositions in the Penn Chinese Treebank, In Proceedings of the 2nd SIGHAN Workshop on Chinese Language Processing, in conjunction with ACL'03. Sapporo, Japan.
22. Nianwen Xue and Martha Palmer. 2005. Automatic Semantic Role Labeling for Chinese Verbs. In Proceedings of the 19th International Joint Conference on Artificial Intelligence. Edinburgh, Scotland.
23. David Yarowsky and Radu Florian. 2002. Evaluating sense disambiguation across diverse parameter spaces. Journal of Natural Language Engineering, 8(4): 293-310.