Semantic role labeling via integer linear programming inference

作者: Vasin Punyakanok , Dan Roth , Wen-tau Yih , Dav Zimak

DOI: 10.3115/1220355.1220552

关键词:

摘要: … semantic role labeling task. The system combines a machine learning technique with an inference procedure based on integer linear programming … task on semantic role labeling and …

参考文章(21)
Kingsbury Paul, Palmer Martha, None, From treebank to propbank language resources and evaluation. ,(2002)
Lluís Màrquez, Xavier Carreras, Phrase recognition by filtering and ranking with perceptrons recent advances in natural language processing. pp. 205- 216 ,(2003)
Daniel Jurafsky, James H. Martin, Sameer Pradhan, Kadri Hacioglu, Wayne H. Ward, Semantic Role Labeling by Tagging Syntactic Chunks conference on computational natural language learning. pp. 110- 113 ,(2004)
Christopher M. Bishop, Neural networks for pattern recognition ,(1995)
Adam J. Grove, Dan Roth, Linear concepts and hidden variables Machine Learning. ,vol. 42, pp. 123- 141 ,(2001) , 10.1023/A:1007655119445
Wen-tau Yih, Dan Roth, A Linear Programming Formulation for Global Inference in Natural Language Tasks conference on computational natural language learning. pp. 1- 8 ,(2004)
Dan Roth, Learning to resolve natural language ambiguities: a unified approach national conference on artificial intelligence. pp. 806- 813 ,(1998)
Kim Sang, Erik F. Tjong, Hervé Déjean, Introduction to the CoNLL-2001 shared task: clause identification conference on computational natural language learning. pp. 8- ,(2001) , 10.3115/1117822.1455626
Mitch Marcus, Beatrice Santorini, Mary Ann Marcinkiewicz, None, Building a large annotated corpus of English: the penn treebank Computational Linguistics. ,vol. 19, pp. 313- 330 ,(1993) , 10.21236/ADA273556
Daniel Gildea, Julia Hockenmaier, Identifying semantic roles using Combinatory Categorial Grammar Proceedings of the 2003 conference on Empirical methods in natural language processing -. pp. 57- 64 ,(2003) , 10.3115/1119355.1119363