reactormonk / ark-tweet-nlp Goto Github PK

CMU ARK Twitter Part-of-Speech Tagger v0.3
http://www.ark.cs.cmu.edu/TweetNLP/

Basic usage for released version
================================

Requires Java 6.  To run the tagger on example data, try:

    sbt "run-main cmu.arktweetnlp.RunTagger examples/example_tweets.txt"

The tagger outputs tokens, predicted part-of-speech tags, and confidences.
Use the "--help" flag for more information

We also include a script that invokes just the tokenizer:

    sbt "run-main cmu.arktweetnlp.RunTagger --just-tokenize examples/example_tweets.txt"

Information
===========

Version 0.3 of the tagger is much faster and more accurate.  Please see the
tech report on the website for details.

For the Java API, see src/cmu/arktweetnlp; especially Tagger.java.
See also documentation in docs/ and src/cmu/arktweetnlp/package.html.

This tagger is described in the following two papers, available at the website.
Please cite these if you write a research paper using this software.

Part-of-Speech Tagging for Twitter: Annotation, Features, and Experiments
Kevin Gimpel, Nathan Schneider, Brendan O'Connor, Dipanjan Das, Daniel Mills,
  Jacob Eisenstein, Michael Heilman, Dani Yogatama, Jeffrey Flanigan, and 
  Noah A. Smith
In Proceedings of the Annual Meeting of the Association
  for Computational Linguistics, companion volume, Portland, OR, June 2011.
http://www.ark.cs.cmu.edu/TweetNLP/gimpel+etal.acl11.pdf

Part-of-Speech Tagging for Twitter: Word Clusters and Other Advances
Olutobi Owoputi, Brendan O'Connor, Chris Dyer, Kevin Gimpel, and
  Nathan Schneider.
Technical Report, Machine Learning Department. CMU-ML-12-107. September 2012.

Contact
=======

Please contact Brendan O'Connor ([email protected]) and Kevin Gimpel
([email protected]) if you encounter any problems.