Knowledge and Inference via Description Logics for Natural Language
Supported by ARDA
Period: 2004-2006
Relevant Projects:
Relevant Publications:
- A. Klementiev and D. Roth, Named Entity Transliteration and Discovery in Multilingual Corpora. Learning Machine Translation (2008) [bibitem]
- V. Punyakanok, D. Roth, and W. Yih, The Importance of Syntactic Parsing and Inference in Semantic Role Labeling. Computational Linguistics (2008) [bibitem]
- S. Har-Peled, D. Roth, and D. Zimak, Maximum Margin Coresets for Active and Noise Tolerant Learning. Proc. of the International Joint Conference on Artificial Intelligence (IJCAI) (2007) pp. LT [bibitem]
- A. Klementiev and D. Roth, Weakly Supervised Named Entity Transliteration and Discovery from Multilingual Comparable Corpora. Proc. of the Annual Meeting of the ACL (2006) pp. USS,TL,ADAPT [bibitem]
- M. Chang, Q. Do, and D. Roth, A Pipeline Model for Bottom-Up Dependency Parsing Shared Task Paper. Proc. of the Annual Conference on Computational Natural Language Learning (CoNLL) (2006) pp. 186--190 [bibitem]
- A. Klementiev and D. Roth, Named Entity Transliteration and Discovery from Multilingual Comparable Corpora. Proc. of the Annual Meeting of the North American Association of Computational Linguistics (NAACL) (2006) pp. 82--88 [bibitem]
- V. Punyakanok, D. Roth, and W. Yih, The Necessity of Syntactic Parsing for Semantic Role Labeling. Proc. of the International Joint Conference on Artificial Intelligence (IJCAI) (2005) pp. 1117--1123 (abstract) [bibitem]
- V. Punyakanok, D. Roth, W. Yih, and D. Zimak, Learning and Inference over Constrained Output. Proc. of the International Joint Conference on Artificial Intelligence (IJCAI) (2005) pp. 1124--1129 [bibitem]
- R. Girju, D. Roth, and M. Sammons, Token-level Disambiguation of VerbNet classes. The Interdisciplinary Workshop on Verb Features and Verb Classes (2005) [bibitem]
- P. Koomen, V. Punyakanok, D. Roth, and W. Yih, Generalized Inference with Multiple Semantic Role Labeling Systems Shared Task Paper. Proc. of the Annual Conference on Computational Natural Language Learning (CoNLL) (2005) pp. 181-184 [bibitem]
- V. Punyakanok and D. Roth, Inference with Classifiers: The Phrase Identification Problem. Computational Linguistics (2005) [bibitem]
- V. Punyakanok, D. Roth, W. Yih, and D. Zimak, Semantic Role Labeling via Integer Linear Programming Inference. Proc. the International Conference on Computational Linguistics (COLING) (2004) pp. 1346--1352 (abstract) [bibitem]
- V. Punyakanok, D. Roth, W. Yih, D. Zimak, and Y. Tu, Semantic Role Labeling via Generalized Inference over Classifiers Shared Task Paper. Proc. of the Annual Conference on Computational Natural Language Learning (CoNLL) (2004) pp. 130--133 (abstract) [bibitem]
- V. Punyakanok, D. Roth, W. Yih, and D. Zimak, Natural Language Inference via Dependency Tree Mapping: An Application to Question Answering. Computational Linguistics (2004) [bibitem]
- V. Punyakanok, D. Roth, and W. Yih, Mapping Dependencies Trees: An Application to Question Answering. Proceedings of AI & Math (2004) (abstract) [bibitem]
- V. Punyakanok, D. Roth, W. Yih, and D. Zimak, Learning via Inference over Structurally Constrained Output. NIPS Workshop on Learning Structured Output (2004) (abstract) [bibitem]
