Morphological disambiguation of Hebrew: A case study in classifier combination

EMNLP-CoNLL 2007 - Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning

Volumn , Issue , 2007, Pages 439-447

  Shacham, Danny ^a   Wintner, Shuly ^a  

^a UNIVERSITY OF HAIFA   (Israel)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFIER COMBINATION; COMPLEX MORPHOLOGY; ERROR RATE; MORPHOLOGICAL ANALYSIS; MORPHOLOGICAL ANALYZER; MORPHOLOGICAL DISAMBIGUATION; NATURAL LANGUAGE PROCESSING; STATE OF THE ART;

COMPUTATIONAL LINGUISTICS;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 80053346014     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. Meni Adler and Michael Elhadad. 2006. An unsupervised morpheme-based hmm for hebrew morphological disambiguation. In Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, pages 665-672, Sydney, Australia, July. Association for Computational Linguistics.
2. Roy Bar-Haim, Khalil Sima'an, and Yoad Winter. 2005. Choosing an optimal architecture for segmentation and POS-tagging of Modern Hebrew. In Proceedings of the ACL Workshop on Computational Approaches to Semitic Languages, pages 39-46, Ann Arbor, Michigan, June. Association for Computational Linguistics.
3. Yaacov Choueka and Serge Lusignan. 1985. Disambiguation by short context. Computers and the Humanities, 19:147-157.
4. Ezra Daya, Dan Roth, and Shuly Wintner. 2004. Learning Hebrew roots: Machine learning with linguistic constraints. In Proceedings of EMNLP'04, pages 357- 364, Barcelona, Spain, July.
5. Michael Elhadad, Yael Netzer, David Gabay, and Meni Adler. 2005. Hebrew morphological tagging guidelines. Technical report, Department of Computer Science, Ben Gurion University.
6. Radu Florian. 2002. Named entity recognition as a house of cards: Classifier stacking. In Proceedings of CoNLL-2002, pages 175-178. Taiwan.
7. Nizar Habash and Owen Rambow. 2005. Arabic tokenization, part-of-speech tagging and morphological disambiguation in one fell swoop. In Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL'05), pages 573-580, Ann Arbor, Michigan, June. Association for Computational Linguistics.
8. Gennadiy Lemberski. 2003. Named entity recognition in Hebrew. Master's thesis, Department of Computer Science, Ben Gurion University, Beer Sheva, Israel, March. In Hebrew.
9. Moshe Levinger, Uzzi Ornan, and Alon Itai. 1995. Learning morpho-lexical probabilities from an untagged corpus with an application to Hebrew. Computational Linguistics, 21(3):383-404, September.
10. Vasin Punyakanok and Dan Roth. 2001. The use of classifiers in sequential inference. In NIPS-13; The 2000 Conference on Advances in Neural Information Processing Systems 13, pages 995-1001. MIT Press.
11. Dan Roth. 1998. Learning to resolve natural language ambiguities: A unified approach. In Proceedings of AAAI-98 and IAAI-98, pages 806-813, Madison, Wisconsin.
12. Erel Segal. 1997. Morphological analyzer for unvocalized Hebrew words. Unpublished work.
13. Erel Segal. 1999. Hebrew morphological analyzer for Hebrew undotted texts. Master's thesis, Technion, Israel Institute of Technology, Haifa, October. In Hebrew.
14. Shlomo Yona and Shuly Wintner. 2007. A finite-state morphological grammar of Hebrew. Natural Language Engineering. To appear.