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Volumn 1, Issue , 2011, Pages 865-874

A hierarchical Pitman-Yor process HMM for unsupervised part of speech induction

Author keywords

[No Author keywords available]

Indexed keywords

EMPIRICAL EVALUATIONS; PART OF SPEECH; SAMPLING ALGORITHM;

EID: 84859081708     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (58)

References (23)
  • 4
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    • Stanley F. Chen and Joshua Goodman. 1996. An empirical study of smoothing techniques for language modeling. In Proceedings of the 34th annual meeting on Association for Computational Linguistics, pages 310-318, Morristown, NJ, USA. Association for Computational Linguistics.
    • (1996) Proceedings of the 34th Annual Meeting on Association for Computational Linguistics , pp. 310-318
    • Chen, S.F.1    Goodman, J.2
  • 9
    • 80053359625 scopus 로고    scopus 로고
    • A comparison of bayesian estimators for unsupervised hidden markov model pos taggers
    • Morristown, NJ, USA. Association for Computational Linguistics
    • Jianfeng Gao and Mark Johnson. 2008. A comparison of bayesian estimators for unsupervised hidden markov model pos taggers. In Proceedings of the Conference on Empirical Methods in Natural Language Processing, EMNLP '08, pages 344-352, Morristown, NJ, USA. Association for Computational Linguistics.
    • (2008) Proceedings of the Conference on Empirical Methods in Natural Language Processing, EMNLP '08 , pp. 344-352
    • Gao, J.1    Johnson, M.2
  • 10
    • 84860525845 scopus 로고    scopus 로고
    • A fully bayesian approach to unsupervised part-of-speech tagging
    • Prague, Czech Republic, June
    • Sharon Goldwater and Tom Griffiths. 2007. A fully bayesian approach to unsupervised part-of-speech tagging. In Proc. of the 45th Annual Meeting of the ACL (ACL-2007), pages 744-751, Prague, Czech Republic, June.
    • (2007) Proc. of the 45th Annual Meeting of the ACL (ACL-2007) , pp. 744-751
    • Goldwater, S.1    Griffiths, T.2
  • 12
    • 33749240868 scopus 로고    scopus 로고
    • Interpolating between types and tokens by estimating power-law generators
    • Y. Weiss, B. Schölkopf, and J. Platt, editors. MIT Press, Cambridge, MA
    • Sharon Goldwater, Tom Griffiths, and Mark Johnson. 2006b. Interpolating between types and tokens by estimating power-law generators. In Y. Weiss, B. Schölkopf, and J. Platt, editors, Advances in Neural Information Processing Systems 18, pages 459-466.MIT Press, Cambridge, MA.
    • (2006) Advances in Neural Information Processing Systems , vol.18 , pp. 459-466
    • Goldwater, S.1    Griffiths, T.2    Johnson, M.3
  • 17
    • 34249852033 scopus 로고
    • Building a large annotated corpus of English: The Penn treebank
    • Mitchell P. Marcus, Mary Ann Marcinkiewicz, and Beatrice Santorini. 1993. Building a large annotated corpus of English: the Penn treebank. Computational Linguistics, 19(2):313-330.
    • (1993) Computational Linguistics , vol.19 , Issue.2 , pp. 313-330
    • Marcus, M.P.1    Marcinkiewicz, M.A.2    Santorini, B.3
  • 23
    • 85162047720 scopus 로고    scopus 로고
    • A Bayesian lda-based model for semi-supervised part-of-speech tagging
    • J.C. Platt, D. Koller, Y. Singer, and S. Roweis, editors. MIT Press, Cambridge, MA
    • Kristina Toutanova and Mark Johnson. 2008. A Bayesian lda-based model for semi-supervised part-of-speech tagging. In J.C. Platt, D. Koller, Y. Singer, and S. Roweis, editors, Advances in Neural Information Processing Systems 20, pages 1521-1528. MIT Press, Cambridge, MA.
    • (2008) Advances in Neural Information Processing Systems , vol.20 , pp. 1521-1528
    • Toutanova, K.1    Johnson, M.2


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