Improved Arabic Base Phrase Chunking with a new enriched POS tag set

Proceedings of the Annual Meeting of the Association for Computational Linguistics

Volumn , Issue , 2007, Pages 89-96

  Diab, Mona T ^a  

^a Och Spine at New York Presbyterian Hospitals   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; NATURAL LANGUAGE PROCESSING SYSTEMS; SYNTACTICS;

MODERN STANDARDS; MORPHOLOGICAL FEATURES; NATURAL LANGUAGE PROCESSING APPLICATIONS; PART-OF-SPEECH TAGGER; PART-OF-SPEECH TAGS; PERFORMANCE; STANDARD ARABICS; STATE-OF-THE-ART PERFORMANCE; SUPPORT VECTORS MACHINE; SYNTACTIC PARSING;

SUPPORT VECTOR MACHINES;

EID: 64749102134     PISSN: 0736587X     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. Erin L. Allwein, Robert E. Schapire, and Yoram Singer. 2000. Reducing multiclass to binary: A unifying approach for margin classifiers. Journal of Machine Learning Research, 1:113-141.
2. Daniel Bikel. 2004. Intricacies of Collins Parser. Computational Linguistics.
3. Tim Buckwalter. 2002. Buckwalter Arabic Morphological Analyzer Version 1.0. Linguistic Data Consortium, University of Pennsylvania, 2002. LDC Catalog No.: LDC2002L49
4. David Chiang, Mona Diab, Nizar Habash, Owen Rambow, and Safiullah Shareef. 2006. Parsing Arabic Dialects. Proceedings of the European Chapter of ACL (EACL).
5. Michael Collins. 2000. Discriminative Reranking for Natural Language Parsing. Proceedings of the 17th International Conference on Machine Learning.
6. Mona Diab, Kadri Hacioglu and Daniel Jurafsky. 2004. Automatic Tagging of Arabic Text: From Raw Text to Base Phrase Chunks. Proceedings of North American Association for Computational Linguistics.
7. Mona Diab, Kadri Hacioglu and Daniel Jurafsky. 2007. Automated Methods for Processing Arabic Text: From Tokenization to Base Phrase Chunking. Book Chapter. In Arabic Computational Morphology: Knowledge-based and Empirical Methods. Editors Antal van den Bosch and Abdelhadi Soudi. Kluwer/Springer Publications.
8. Nizar Habash and Owen Rambow. 2005. Arabic Tokenization, Morphological Analysis, and Part-of-Speech Tagging in One Fell Swoop. Proceedings of the Conference of American Association for Computational Linguistics (ACL).
9. Kadri Hacioglu and Wayne Ward. 2003. Target word Detection and semantic role chunking using support vector machines. HLT-NAACL.
10. Thorsten Joachims. 1998. Text Categorization with Support Vector Machines: Learning with Many Relevant Features. Proc. of ECML-98, 10th European Conf. on Machine Learning.
11. Seth Kulick, Ryan Gabbard, and Mitch Marcus. 2006. Parsing the Arabic Treebank: Analysis and Improvements. in Treebanks and Linguistic Theories.
12. Taku Kudo and Yuji Matsumato. 2000. Use of support vector learning for chunk identification. Proc. of the 4th Conf. on Very Large Corpora, pages 142-144.
13. Mohamed Maamouri, Ann Bies, Tim Buckwalter, and Wigdan Mekki. 2004. The Penn Arabic Treebank : Building a Large-Scale Annota ted Arabic Corpus. NEMLAR Conference on Arabic Language Resources and Tools. pp. 102-109.
14. Lance A. Ramshaw and Mitchell P. Marcus. 1995. Text Chunking using transformational based learning. Proc. of the 3rd ACL workshop on Very Large Corpora
15. Erik Tjong, Kim Sang, and Sabine Buchholz. 2000. Introduction to the CoNLL-2000 shared task: Chunking. Proc. of the 4th Conf. on Computational Natural Language Learning (CoNLL), Lisbon, Portugal, 2000, pp. 127-132.
16. Vladamir Vapnik. 1995. The Nature of Statistical Learning Theory. Springer Verlag, New York, USA.