Part-of-Speech Tagging for Twitter: Annotation, Features, and Experiments
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by
Kevin Gimpel
,
Nathan Schneider
,
Dipanjan Das
,
Daniel Mills
,
Jacob Eisenstein
,
Michael Heilman
,
Dani Yogatama
,
Jeffrey Flanigan
,
Noah A. Smith
| Citations: | 9 - 1 self |
BibTeX
@MISC{Gimpel_part-of-speechtagging,
author = {Kevin Gimpel and Nathan Schneider and Dipanjan Das and Daniel Mills and Jacob Eisenstein and Michael Heilman and Dani Yogatama and Jeffrey Flanigan and Noah A. Smith},
title = {Part-of-Speech Tagging for Twitter: Annotation, Features, and Experiments},
year = {}
}
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Abstract
We address the problem of part-of-speech tagging for English data from the popular microblogging service Twitter. We develop a tagset, annotate data, develop features, and report tagging results nearing 90 % accuracy. The data and tools have been made available to the research community with the goal of enabling richer text analysis of Twitter and related social media data sets. 1
