V. K. Sridhar, Unsupervised text normalization using distributed representations of words and phrases, Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing, pp.8-16, 2015.

C. E. Shannon, A Mathematical Theory of Communication, The Bell System Technical Journal, vol.27, issue.3, pp.379-423, 1948.

E. Brill and R. C. Moore, An improved error model for noisy channel spelling correction, Proceedings of the 38th Annual Meeting on Association for Computational Linguistics, pp.286-293, 2000.

P. Cook and S. Stevenson, An unsupervised model for text message normalization, Proceedings of the workshop on computational approaches to linguistic creativity, pp.71-78, 2009.

A. Aw, M. Zhang, and J. Xiao, A phrase-based statistical model for SMS text normalization, Proceedings of the COLING/ACL on Main conference poster sessions, pp.33-40, 2006.

C. Kobus, F. Yvon, and G. Damnati, Transcrire les SMS comme on reconnaît la parole. Actes de la Conférence sur le Traitement Automatique des Langues (TALN'08), pp.128-138, 2008.

B. Han and T. Baldwin, Lexical normalisation of short text messages: Makn sens a# twitter, Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, vol.1, pp.368-378, 2011.

T. F. Bertaglia and M. D. Nunes, Exploring Word Embeddings for Unsupervised Textual User-Generated Content. Normalization, Proc. 26th Int'l Conf. Computational Linguistics (COLING 16), pp.112-120, 2016.

G. Eryi?it and D. Toruno?lu-selamet, Social media text normalization for Turkish, Natural Language Engineering, pp.1-41, 2017.

X. Yan, Y. Li, and W. Fan, Identifying domain relevant user generated content through noise reduction: a test in a Chinese stock discussion forum, Information Discovery and Delivery, vol.45, issue.4, pp.181-193, 2017.

T. Mikolov, K. Chen, and G. Corrado, Efficient estimation of word representations in vector space, 2013.

M. Salameh, S. Mohammad, and S. Kiritchenko, Sentiment after Translation: A Case-Study on Arabic Social Media Posts, Proceedings of the conference the North American chapter of the association for computational linguistics: Human language technologies, pp.767-777, 2015.
DOI : 10.3115/v1/n15-1078

URL : https://doi.org/10.3115/v1/n15-1078

. Computación-y-sistemas, , vol.22, pp.729-737, 2018.

A. Htait, S. Fournier, and P. Bellot, LSIS at SemEval Task 4: Using Adapted Sentiment Similarity Seed Words For English and Arabic Tweet Polarity Classification, Proceedings of the 11th International Workshop on Semantic Evaluation, pp.718-722, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01771654

S. Rosenthal, P. Nakov, A. Ritter, and V. Stoyanov, Sentiment analysis in Twitter. Proceedings of the 8th International Workshop on Semantic the 8th International Workshop on Semantic Evaluation, vol.9, pp.73-80, 2014.

D. M. Powers, Evaluation: from precision, recall and F-measure to ROC, informedness, markedness and correlation, Journal of Machine Learning Technologies, vol.2, issue.1, pp.37-63, 2011.