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Volumn , Issue , 2009, Pages 317-325

Improving nonparameteric Bayesian inference: Experiments on unsupervised word segmentation with adaptor grammars

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN INFERENCE; ERROR REDUCTION; F-SCORE; NON-PARAMETRIC BAYESIAN; NONPARAMETERIC; WORD SEGMENTATION;

EID: 84863393433     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (107)

References (23)
  • 1
    • 0040573236 scopus 로고
    • The phonology of parent-child speech
    • K. Nelson and A. van Kleeck, editors Erlbaum, Hillsdale, NJ
    • N. Bernstein-Ratner. 1987. The phonology of parent-child speech. In K. Nelson and A. van Kleeck, editors, Children's Language, volume 6. Erlbaum, Hillsdale, NJ.
    • (1987) Children's Language , vol.6
    • Bernstein-Ratner, N.1
  • 3
    • 8644225400 scopus 로고    scopus 로고
    • Hierarchical topic models and the nested Chinese restaurant process
    • Sebastian Thrun, Lawrence Saul, and Bernhard Schölkopf, editors MIT Press, Cambridge, MA
    • David Blei, Thomas L. Griffiths, Michael I. Jordan, and Joshua B. Tenenbaum. 2004. Hierarchical topic models and the nested chinese restaurant process. In Sebastian Thrun, Lawrence Saul, and Bernhard Schölkopf, editors, Advances in Neural Information Processing Systems 16. MIT Press, Cambridge, MA.
    • (2004) Advances in Neural Information Processing Systems , vol.16
    • Blei, D.1    Griffiths, T.L.2    Jordan, M.I.3    Tenenbaum, J.B.4
  • 5
    • 0030256302 scopus 로고    scopus 로고
    • Distributional regularity and phonotactic constraints are useful for segmentation
    • PII S0010027796007196
    • M. Brent and T. Cartwright. 1996. Distributional regularity and phonotactic constraints are useful for segmentation. Cognition, 61:93-125. (Pubitemid 126410830)
    • (1996) Cognition , vol.61 , Issue.1-2 SPEC. ISS. , pp. 93-125
    • Brent, M.R.1    Cartwright, T.A.2
  • 6
    • 0032677683 scopus 로고    scopus 로고
    • An efficient, probabilistically sound algorithm for segmentation and word discovery
    • M. Brent. 1999. An efficient, probabilistically sound algorithm for segmentation and word discovery. Machine Learning, 34:71-105.
    • (1999) Machine Learning , vol.34 , pp. 71-105
    • Brent, M.1
  • 7
    • 26444565569 scopus 로고
    • Finding structure in time
    • Jeffrey Elman. 1990. Finding structure in time. Cognitive Science, 14:197-211.
    • (1990) Cognitive Science , vol.14 , pp. 197-211
    • Elman, J.1
  • 8
    • 84859887524 scopus 로고    scopus 로고
    • Lexicalized phonotactic word segmentation
    • Columbus, Ohio, June. Association for Computational Linguistics
    • Margaret M. Fleck. 2008. Lexicalized phonotactic word segmentation. In Proceedings of ACL-08: HLT, pages 130-138, Columbus, Ohio, June. Association for Computational Linguistics.
    • (2008) Proceedings of ACL-08: Hlt , pp. 130-138
    • Fleck, M.M.1
  • 10
    • 33749240868 scopus 로고    scopus 로고
    • Interpolating between types and tokens by estimating power-law generators
    • Y. Weiss, B. Schölkopf, and J. Platt, editors Cambridge, MA. MIT Press
    • 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, Cambridge, MA. MIT Press.
    • (2006) Advances in Neural Information Processing Systems 18 , pp. 459-466
    • Goldwater, S.1    Griffiths, T.2    Johnson, M.3
  • 11
    • 67349213827 scopus 로고    scopus 로고
    • Distributional cues to word boundaries: Context is important
    • David Bamman, Tatiana Magnitskaia, and Colleen Zaller, editors Somerville, MA. Cascadilla Press
    • Sharon Goldwater, Thomas L. Griffiths, and Mark Johnson. 2007. Distributional cues to word boundaries: Context is important. In David Bamman, Tatiana Magnitskaia, and Colleen Zaller, editors, Proceedings of the 31st Annual Boston University Conference on Language Development, pages 239-250, Somerville, MA. Cascadilla Press.
    • (2007) Proceedings of the 31st Annual Boston University Conference on Language Development , pp. 239-250
    • Goldwater, S.1    Griffiths, T.L.2    Johnson, M.3
  • 12
    • 0346338291 scopus 로고    scopus 로고
    • Generalized weighted Chinese restaurant processes for species sampling mixture models
    • H. Ishwaran and L. F. James. 2003. Generalized weighted Chinese restaurant processes for species sampling mixture models. Statistica Sinica, 13:1211-1235. (Pubitemid 38042014)
    • (2003) Statistica Sinica , vol.13 , Issue.4 , pp. 1211-1235
    • Ishwaran, H.1    James, L.F.2
  • 14
    • 67349214856 scopus 로고    scopus 로고
    • Adaptor grammars: A framework for specifying compositional nonparametric Bayesian models
    • B. Schölkopf, J. Platt, and T. Hoffman, editors MIT Press, Cambridge, MA
    • Mark Johnson, Thomas L. Griffiths, and Sharon Gold-water. 2007b. Adaptor Grammars: A framework for specifying compositional nonparametric Bayesian models. In B. Schölkopf, J. Platt, and T. Hoffman, editors, Advances in Neural Information Processing Systems 19, pages 641-648. MIT Press, Cambridge, MA.
    • (2007) Advances in Neural Information Processing Systems 19 , pp. 641-648
    • Johnson, M.1    Griffiths, T.L.2    Gold-Water, S.3
  • 15
    • 84858427431 scopus 로고    scopus 로고
    • Using adaptor grammars to identifying synergies in the unsupervised acquisition of linguistic structure
    • Columbus, Ohio. Association for Computational Linguistics
    • Mark Johnson. 2008. Using adaptor grammars to identifying synergies in the unsupervised acquisition of linguistic structure. In Proceedings of the 46th Annual Meeting of the Association of Computational Linguistics, Columbus, Ohio. Association for Computational Linguistics.
    • (2008) Proceedings of the 46th Annual Meeting of the Association of Computational Linguistics
    • Johnson, M.1
  • 16
    • 46749133617 scopus 로고    scopus 로고
    • Tree adjoining grammars
    • Ruslan Mikkov, editor Oxford University Press, Oxford, England
    • Aravind Joshi. 2003. Tree adjoining grammars. In Ruslan Mikkov, editor, The Oxford Handbook of Computational Linguistics, pages 483-501. Oxford University Press, Oxford, England.
    • (2003) The Oxford Handbook of Computational Linguistics , pp. 483-501
    • Joshi, A.1
  • 18
    • 1642370803 scopus 로고    scopus 로고
    • Slice sampling
    • Radford M. Neal. 2003. Slice sampling. Annals of Statistics, 31:705-767.
    • (2003) Annals of Statistics , vol.31 , pp. 705-767
    • Neal, R.M.1
  • 19
    • 0031534984 scopus 로고    scopus 로고
    • The two-parameter poisson-dirichlet distribution derived from a stable subordina-tor
    • J. Pitman and M. Yor. 1997. The two-parameter Poisson-Dirichlet distribution derived from a stable subordina-tor. Annals of Probability, 25:855-900.
    • (1997) Annals of Probability , vol.25 , pp. 855-900
    • Pitman, J.1    Yor, M.2
  • 20
    • 21844504293 scopus 로고
    • Exchangeable and partially exchangeable random partitions
    • J. Pitman. 1995. Exchangeable and partially exchangeable random partitions. Probability Theory and Related Fields, 102:145-158.
    • (1995) Probability Theory and Related Fields , vol.102 , pp. 145-158
    • Pitman, J.1
  • 22
    • 84946083373 scopus 로고
    • Inducing probabilistic grammars by Bayesian model merging
    • Rafael C. Carrasco and Jose Oncina, editors Springer, New York
    • Andreas Stolcke and Stephen Omohundro. 1994. Inducing probabilistic grammars by Bayesian model merging. In Rafael C. Carrasco and Jose Oncina, editors, Grammatical Inference and Applications, pages 106-118. Springer, New York.
    • (1994) Grammatical Inference and Applications , pp. 106-118
    • Stolcke, A.1    Omohundro, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.