CODACT: Towards Identifying Orthographic Variants in Dialectal Arabic

IJCNLP 2011 - Proceedings of the 5th International Joint Conference on Natural Language Processing

Volumn , Issue , 2011, Pages 318-326

  Dasigi, Pradeep ^a   Diab, Mona ^b  

^a Department of Earth and Environmental Sciences   (United States)

^b NONE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

NATURAL LANGUAGE PROCESSING SYSTEMS; PROBLEM SOLVING; SEMANTICS;

CLUSTER PRECISION; DIALECTAL ARABICS; EGYPTIANS; LANGUAGE PROCESSING; MODERN STANDARDS; NLP TOOLS; ON-LINE COMMUNICATION; STANDARD ARABICS; TEXTUAL DOCUMENTS; UNSUPERVISED CLUSTERING;

ENTROPY;

EID: 85123633067     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. Andrew R. Golding and Dan Roth. 1999. A winnow-based approach to context-sensitive spelling correction Machine Learning, 34(1-3):107-130.
2. Charles A. Ferguson. 1959. Diglossia, Word. Journal of the Linguistic Circle of New York, Vol. 15, No. 2, August 1959, pp. 325-340
3. Nizar Habash and Hayden Metsky 1959. Automatic Learning of Morphological Variations for Handling Out-of-Vocabulary Terms in Urdu-English Machine Translation. 8th AMTA conference, Hawaii, 21-25 October 2008
4. Donald E. Knuth. The Art of Computer Programming - Volume 3: Sorting and Searching Addison- Wesley Publishing Company, 1973.
5. Fei Huang, Ahmad Emami and Imed Zitouni. When Harry Met Harri: Cross-lingual Name Spelling Normalization. Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, pages 391-399.
6. Hema Raghavan and James Allan. Matching Inconsistently Spelled Names in Automatic Speech Recognizer Output for Information Retrieval. Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing, 2005.
7. Mark D. Kernighan, Kenneth W. Church, and William A. Gale. 1990. A spelling correction program based on a noisy channel model. Proceedings of COLING-90, pages 205-210
8. Mona Diab, Nizar Habash, Owen Rambow, Mohamed Al Tantawy, Yassine Benajiba. 2010. COLABA: Arabic Dialect Annotation and Processing.. Proceedings of the Workshop on Semitic Language Processing, LREC, May, Malta
9. Nizar Habash, Mona Diab, Owen Rambow. 2011. Conventional Orthography for Dialectal Arabic (CODA) V.1.0.. Technical Report 137382, http://academiccommons. columbia.edu/catalog/ac:137382, Columbia University, New York, NY, USA
10. Mona Diab, Kadri Hacioglu and Daniel Jurafsky. 2007. Automated Methods for Processing Arabic Text: From Tokenization to Base Phrase Chunking. In Arabic Computational Morphology: Knowledge-based and Empirical Methods.
11. 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'05).
12. Rahul Bhagat and Eduard Hovy. 2007. Phonetic Models for Generating Spelling Variants. Proceedings of the 20th international joint conference on Artifical intelligence.
13. Spence Green and Christopher D. Manning. 2010. Better Arabic Parsing: Baselines, Evaluations, and Analysis. Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010).
14. Seth Kulick. 2010. Simultaneous Tokenization and Part-of-Speech Tagging for Arabic without a Morphological Analyzer. Proceedings of the ACL 2010 Conference Short Papers.
15. V. I. Levenshtein. 1966. Binary codes capable of correcing deletions,insertions and reversals. Soviet Physics Doklady, Vol. 10, p.707-710.
16. Ying Zhao and George Karypis. 2004. Empirical and Theoretical Comparisons of Selected Criterion Functions for Document Clustering. Machine Learning, Volume 55 Issue 3, June 2004.