2009 AnUnsupervisedModelforTextMessa

• (Cook et al., 2009) ⇒ Paul Cook, and Suzanne Stevenson. (2009). “An Unsupervised Model for Text Message Normalization.” In: Proceedings of the Workshop on Computational Approaches to Linguistic Creativity.

Subject Headings: Lexical Normalization, SMS, Texting Language.

Cited By

• http://scholar.google.com/scholar?q=%22An+unsupervised+model+for+text+message+normalization%22+2009
• http://dl.acm.org/citation.cfm?doid=&preflayout=flat#citedby

Quotes

Abstract

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.

References

,

	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2009 AnUnsupervisedModelforTextMessa	Paul Cook Suzanne Stevenson			An Unsupervised Model for Text Message Normalization