Cross-lingual Adaptation as a Baseline: Adapting Maximum Entropy Models to Bulgarian

International Workshop on Adaptation of Language Resources and Technology to New Domains, AdaptLRTtoND 2009 - held in conjunction with the International Conference RANLP 2009 - Proceedings

Volumn , Issue , 2009, Pages 35-38

  Georgiev, Georgi ^a   Nakov, Preslav ^b   Osenova, Petya ^c   Simov, Kiril ^c  

^a Sirma Group   (Bulgaria)

^b NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^c BULGARIAN ACADEMY OF SCIENCES   (Bulgaria)

Author keywords

chunking; maximum entropy; Part of speech tagging; sentence splitting; shallow parsing; syntactic parsing; tokenization

Indexed keywords

COMPUTATIONAL LINGUISTICS; ENTROPY; LEARNING ALGORITHMS; LEARNING SYSTEMS; MACHINE COMPONENTS; NATURAL LANGUAGE PROCESSING SYSTEMS;

CHUNKING; MAXIMUM-ENTROPY; PART OF SPEECH TAGGING; PARTS-OF-SPEECH TAGGING; SENTENCE SPLITTING; SHALLOW PARSING; SPLITTINGS; SYNTACTIC PARSING; TOKENIZATION; TOKENIZER;

SYNTACTICS;

EID: 84949812500     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. A. Berger, S. D. Pietra, and V. D. Pietra. A maximum entropy approach to natural language processing. Computational Linguistics, 22:39–71, 1996.
2. E. Buyko, J. Wermter, M. Poprat, and U. Hahn. Automatically adapting an NLP core engine to the biology domain. In Joint BioLINK-Bio-Ontologies Meeting, pages 65–68, 2006.
3. E. Charniak and M. Johnson. Coarse-to-fine n-best parsing and maxent discriminative reranking. In ACL’05: Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics, pages 173–180, Ann Arbor, Michigan, June 2005.
4. M. P. Marcus, B. Santorini, and M. A. Marcinkiewicz. Building a large annotated corpus of English: the Penn Treebank. Computational Linguistics, 19, 1993.
5. P. Osenova and K. Simov. BTB-TR05: BulTreeBank Style-book. Technical report, BulTreeBank Project Technical Report, 2004.
6. A. Ratnaparkhi. Maximum Entropy Models for Natural Language Ambiguity Resolution. PhD thesis, University of Pennsylvania, 1998.
7. F. Sha and F. Pereira. Shallow parsing with conditional random fields. In NAACL’03: Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology, pages 134–141, 2003.
8. L. Shen, G. Satta, and A. Joshi. Guided learning for bidirectional sequence classification. In ACL’07: Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics, pages 760–767, Prague, Czech Republic, June 2007.
9. K. Simov. BTB-TR01: BulTreeBank Project Overview. Technical report, BulTreeBank Project Technical Report, 2004.
10. K. Simov, P. Osenova, and M. Slavcheva. BTB-TR03: BulTreeBank Morphosyntactic Tagset. Technical report, BulTreeBank Project Technical Report, 2004.