Generative models for semantic role labeling

Proceedings of the SENSEVAL@ACL 2004: 3rd International Workshop on the Evaluation of Systems for the Semantic Analysis of Text - Held in cooperation with ACL 2004

Volumn , Issue , 2004, Pages 235-238

  Thompson, Cynthia A ^b   Patwardhan, Siddharth ^a   Arnold, Carolin ^b  

^a Department of Electrical and Computer Engineering   (United States)

^b NONE

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; LEARNING ALGORITHMS; NATURAL LANGUAGE PROCESSING SYSTEMS; SEMANTICS;

FRAMENET; GENERATIVE MODEL; MA XIMUM LIKELIHOODS; MACHINE LEARNING APPROACHES; MAXIMUM-LIKELIHOOD; NATURAL LANGUAGE GENERATION; SEMANTIC ROLE LABELING; STATISTICAL MACHINE LEARNING; TRAINING DATA; UNIVERSITY OF UTAH;

MAXIMUM LIKELIHOOD;

EID: 45749142081     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. P. Brown, S. Della Pietra, V. Della Pietra, and R. Mercer. 1993. The mathematics of statistical machine translation: Parameter estimation. Computational Linguistics, 19(2):263–311.
2. M. J. Collins. 1996. A new statistical parser based on bigram lexical dependencies. In Proceedings of the 34th Annual Meeting of the Assoc. for Computational Linguistics, pages 184–191, Santa Cruz, CA.
3. Daniel Gildea and Daniel Jurafsky. 2002. Automatic labeling of semantic roles. Computational Linguistics, 28:245–288.
4. M. Jordan, editor. 1999. Learning in Graphical Models. MIT Press, Cambridge, MA.
5. C. A. Thompson, R. Levy, and C. Manning. 2003. A generative model for semantic role labeling. In Proceedings of the Fourteenth European Conference on Machine Learning, pages 397–408, Croatia.
6. I. Witten and E. Frank. 2000. Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations. Morgan Kaufmann, San Francisco.