Context based spelling correction
Information Processing and Management: an International Journal
Pronunciation modeling for improved spelling correction
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
An improved error model for noisy channel spelling correction
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
ECSCW'01 Proceedings of the seventh conference on European Conference on Computer Supported Cooperative Work
A phrase-based statistical model for SMS text normalization
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Investigation and modeling of the structure of texting language
International Journal on Document Analysis and Recognition
Normalizing SMS: are two metaphors better than one?
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
A hybrid rule/model-based finite-state framework for normalizing SMS messages
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Data-driven computational linguistics at FaMAF-UNC, Argentina
YIWCALA '10 Proceedings of the NAACL HLT 2010 Young Investigators Workshop on Computational Approaches to Languages of the Americas
Lexical normalisation of short text messages: makn sens a #twitter
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Contextual bearing on linguistic variation in social media
LSM '11 Proceedings of the Workshop on Languages in Social Media
A system for adaptive information extraction from highly informal text
NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
Experiments with artificially generated noise for cleansing noisy text
Proceedings of the 2011 Joint Workshop on Multilingual OCR and Analytics for Noisy Unstructured Text Data
Topics as contextual indicators for word choice in SMS conversations
SIGDIAL '11 Proceedings of the SIGDIAL 2011 Conference
Unsupervised mining of lexical variants from noisy text
EMNLP '11 Proceedings of the First Workshop on Unsupervised Learning in NLP
Short message communications: users, topics, and in-language processing
Proceedings of the 2nd ACM Symposium on Computing for Development
Personalized normalization for a multilingual chat system
ACL '12 Proceedings of the ACL 2012 System Demonstrations
A broad-coverage normalization system for social media language
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Automatically constructing a normalisation dictionary for microblogs
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Named entity recognition for tweets
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
Lexical normalization for social media text
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
Normalization of informal text
Computer Speech and Language
| Hi-index | 0.00 |
Cell phone text messaging users express themselves briefly and colloquially using a variety of creative forms. We analyze a sample of creative, non-standard text message word forms to determine frequent word formation processes in texting language. Drawing on these observations, we construct an unsupervised noisy-channel model for text message normalization. On a test set of 303 text message forms that differ from their standard form, our model achieves 59% accuracy, which is on par with the best supervised results reported on this dataset.