Evaluating Unsupervised Part-of-Speech Tagging for Grammar Induction

  title={Evaluating Unsupervised Part-of-Speech Tagging for Grammar Induction},
  author={William P. Headden and David McClosky and Eugene Charniak},
This paper explores the relationship between various measures of unsupervised part-of-speech tag induction and the performance of both supervised and unsupervised parsing models trained on induced tags. We find that no standard tagging metrics correlate well with unsupervised parsing performance, and several metrics grounded in information theory have no strong relationship with even supervised parsing performance. 
Highly Cited
This paper has 29 citations. REVIEW CITATIONS
22 Citations
22 References
Similar Papers


Publications citing this paper.
Showing 1-10 of 22 extracted citations

Similar Papers

Loading similar papers…