Social text normalization using contextual graph Random Walks

ACL 2013 - 51st Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference

Volumn 1, Issue , 2013, Pages 1577-1586

  Hassan, Hany ^a   Menezes, Arul ^a  

^a MICROSOFT RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER AIDED LANGUAGE TRANSLATION; NATURAL LANGUAGE PROCESSING SYSTEMS; RANDOM PROCESSES;

BIPARTITE GRAPHS; CONTEXTUAL GRAPH; LANGUAGE INDEPENDENTS; MACHINE TRANSLATION SYSTEMS; MACHINE TRANSLATIONS; PRE-PROCESSING STEP; TEXT NORMALIZATIONS; TRANSLATION QUALITY;

COMPUTATIONAL LINGUISTICS;

EID: 84906925244     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (22)

1. AiTi Aw, Min Zhang, Juan Xiao, and Jian Su. 2006. A phrase-based statistical model for SMS text normalization. In Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, pages 3340, Sydney, Australia.
2. Eric Brill and Robert C. Moore. 2000. An improved error model for noisy channel spelling correction, In ACL 2000: Proceedings of the 38th Annual Meeting on Association for Computational Linguistics, Englewood Cliffs, NJ, USA.
3. Ye-In Chang and Jiun-Rung Chen and Min-Tze Hsu 2010. A hash trie filter method for approximate string matching in genomic databases Applied Intelligence, 33:1, pages 21:38, Springer US.
4. Monojit Choudhury, Rahul Saraf, Vijit Jain, Animesh Mukherjee, Sudeshna Sarkar, and Anupam Basu 2007. Investigation and modeling of the structure of texting language. International Journal of Document Analysis and Recognition, vol. 10, pp. 157:174.
5. Danish Contractor and Tanveer Faruquie and Venkata Subramaniam 2010. Unsupervised cleansing of noisy text. In COLING'10 Proceedings of the 23rd International Conference on Computational Linguistics, pages 189:196.
6. Paul Cook and Suzanne Stevenson. 2009. An unsupervised model for text message normalization.. In CALC 09: Proceedings of the Workshop on Computational Approaches to Linguistic Creativity, pages 71:78, Boulder, USA.
7. Dipanjan Das and Slav Petrov 2011 Unsupervised part-of-speech tagging with bilingual graphbased projections Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, pages 600:609, Portland, Oregon
8. Stephan Gouws, Dirk Hovy, and Donald Metzler. 2011. Unsupervised mining of lexical variants from noisy text. In Proceedings of the First workshop on Unsupervised Learning in NLP, pages 82:90, Edinburgh, Scotland.
9. Bo Han and Timothy Baldwin. 2011. Lexical normalisation of short text messages: Makn sens a twitter. In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL-HLT 2011), pages 368:378, Portland, Oregon, USA.
10. Bo Han and Paul Cook and Timothy Baldwin 2012. Automatically Constructing a Normalisation Dictionary for Microblogs. Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL 2012), pages 421:432, Jeju Island, Korea.
11. Hieu Hoang and Alexandra Birch and Chris Callisonburch and Richard Zens and Rwth Aachen and Alexandra Constantin and Marcello Federico and Nicola Bertoldi and Chris Dyer and Brooke Cowan and Wade Shen and Christine Moran and Ondrej Bojar 2007. Moses: Open source toolkit for statistical machine translation.
12. Thad Hughes and Daniel Ramage 2007. Lexical semantic relatedness with random graph walks Proceedings of Conference on Empirical Methods in Natural Language Processing EMNLP, pp. 581589, Prague
13. Fei Liu and Fuliang Weng and Bingqing Wang and Yang Liu 2011. Insertion, Deletion, or Substitution? Normalizing Text Messages without Precategorization nor Supervision Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, pages 19:24, Portland, Oregon
14. Dan Melamed 1999. Bitext Maps and Alignment via Pattern Recognition. In Computational Linguistics, 25, pages 107:130.
15. Einat Minkov and William Cohen Graph Based Similarity Measures for Synonym Extraction from Parsed Text In Proceedings of the TextGraphs workshop 2012
16. J. Norris 1997. Markov Chains. Cambridge University Press.
17. Kishore Papineni and Salim Roukos and Todd Ward and Wei-jing Zhu 2002. BLEU: a Method for Automatic Evaluation of Machine Translation. in Proceedings of ACL-2002:40th Annual meeting of the Association for Computational Linguistics., pages 311:318.
18. Richard Sproat, Alan W. Black, Stanley Chen, Shankar Kumar, Mari Ostendorf, and Christopher Richards. Normalization of non-standard words. 2001.
19. Xu Sun and Jianfeng Gao and Daniel Micol and Chris Quirk 2010. Learning Phrase-Based Spelling Error Models from Clickthrough Data. Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, pages 266:274, Sweeden.
20. Martin Szummer and Tommi 2002. Partially labeled classification with markov random walks. In Advances in Neural Information Processing Systems, pages 945:952.
21. Kristina Toutanova and Robert C. Moore. Pronunciation modeling for improved spelling correction.. 2002. In Proceedings of the 40th Annual Meeting on Association for Computational Linguistics, ACL, pages 144151, Philadelphia, USA.
22. Justin Zobel and Philip Dart 1996. Phonetic string matching: Lessons from information retrieval. in Proceedings of the Eighteenth ACM SIGIR International Conference on Research and Development in Information Retrieval, pages 166:173, Zurich, Switzerland.