메뉴 건너뛰기




Volumn 38, Issue 9, 2005, Pages 1407-1419

Natural language grammar induction with a generative constituent-context model

Author keywords

Distributional clustering; Grammar induction; Natural language; Structure learning; Unsupervised learning

Indexed keywords

LEARNING SYSTEMS; MATHEMATICAL MODELS; NATURAL LANGUAGE PROCESSING SYSTEMS; PROBABILITY; SYNTACTICS; TREES (MATHEMATICS);

EID: 19944397500     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2004.03.023     Document Type: Article
Times cited : (61)

References (41)
  • 4
    • 0003238675 scopus 로고
    • Learning syntax and meanings through optimization and distributional analysis
    • Y. Levy I.M. Schlesinger M.D.S. Braine Lawrence Erlbaum Hillsdale, NJ
    • J.G. Wolff Learning syntax and meanings through optimization and distributional analysis Y. Levy I.M. Schlesinger M.D.S. Braine Categories and Processes in Language Acquisition 1988 Lawrence Erlbaum Hillsdale, NJ 179 215
    • (1988) Categories and Processes in Language Acquisition , pp. 179-215
    • Wolff, J.G.1
  • 5
    • 0345831365 scopus 로고
    • Two experiments on learning probabilistic dependency grammars from corpora
    • C. Weir S. Abney R. Grishman R. Weischedel AAAI Press
    • G. Carroll, and E. Charniak Two experiments on learning probabilistic dependency grammars from corpora C. Weir S. Abney R. Grishman R. Weischedel Working Notes of the Workshop Statistically-Based NLP Techniques 1992 AAAI Press 1 13
    • (1992) Working Notes of the Workshop Statistically-Based NLP Techniques , pp. 1-13
    • Carroll, G.1    Charniak, E.2
  • 6
    • 85059598488 scopus 로고
    • Inside-outside reestimation from partially bracketed corpora
    • F. Pereira, Y. Schabes, Inside-outside reestimation from partially bracketed corpora, in: ACL 30, 1992, pp. 128-135.
    • (1992) ACL , vol.30 , pp. 128-135
    • Pereira, F.1    Schabes, Y.2
  • 7
    • 85139995427 scopus 로고
    • Automatic grammar induction and parsing free text: A transformation-based approach
    • E. Brill, Automatic grammar induction and parsing free text: a transformation-based approach, in: ACL 31, 1993, pp. 259-265.
    • (1993) ACL , vol.31 , pp. 259-265
    • Brill, E.1
  • 9
    • 19844383195 scopus 로고    scopus 로고
    • Unsupervised induction of stochastic context-free grammars using distributional clustering
    • A. Clark, Unsupervised induction of stochastic context-free grammars using distributional clustering, in: The Fifth Conference on Natural Language Learning, 2001.
    • (2001) The Fifth Conference on Natural Language Learning
    • Clark, A.1
  • 11
    • 24644449314 scopus 로고    scopus 로고
    • ABL: Alignment-based learning
    • URL citeseer.nj.nec.com/432996.html
    • M. van Zaanen, ABL: Alignment-based learning, in: COLING 18, 2000, pp. 961-967. URL citeseer.nj.nec.com/432996.html.
    • (2000) COLING , vol.18 , pp. 961-967
    • Van Zaanen, M.1
  • 13
    • 85135274622 scopus 로고
    • Bayesian grammar induction for language modeling
    • S.F. Chen, Bayesian grammar induction for language modeling, in: ACL 33, 1995, pp. 228-235.
    • (1995) ACL , vol.33 , pp. 228-235
    • Chen, S.F.1
  • 16
    • 49949150022 scopus 로고
    • Language identification in the limit
    • E.M. Gold Language identification in the limit Inform. Control 10 1967 447 474
    • (1967) Inform. Control , vol.10 , pp. 447-474
    • Gold, E.M.1
  • 19
    • 84947908042 scopus 로고    scopus 로고
    • Results of the abbadingo one DFA learning competition and a new evidence-driven state merging algorithm
    • Proceedings of the Fourth International Colloquium on Grammatical Inference Springer, Berlin
    • K.J. Lang, B.A. Pearlmutter, R.A. Price, Results of the Abbadingo One DFA learning competition and a new evidence-driven state merging algorithm, in: Proceedings of the Fourth International Colloquium on Grammatical Inference, of Lecture Notes in Artificial Intelligence, vol. 1433, Springer, Berlin, 1998, pp. 1-12.
    • (1998) Lecture Notes in Artificial Intelligence , vol.1433 , pp. 1-12
    • Lang, K.J.1    Pearlmutter, B.A.2    Price, R.A.3
  • 20
    • 22944444113 scopus 로고
    • On the computational complexity of approximating distributions by probabilistic automata
    • Morgan Kaufmann URL citeseer.nj.nec.com/article/abe90computational.html
    • N. Abe, M. Warmuth, On the computational complexity of approximating distributions by probabilistic automata, in: Proceedings of the Third Workshop on Computational Learning Theory, Morgan Kaufmann, 1990, pp. 52-66, URL citeseer.nj.nec.com/article/abe90computational.html.
    • (1990) Proceedings of the Third Workshop on Computational Learning Theory , pp. 52-66
    • Abe, N.1    Warmuth, M.2
  • 23
    • 0000113471 scopus 로고    scopus 로고
    • Three generative, lexicalised models for statistical parsing
    • M.J. Collins, Three generative, lexicalised models for statistical parsing, in: ACL 35/EACL 8, 1997, pp. 16-23.
    • (1997) ACL 35/EACL , vol.8 , pp. 16-23
    • Collins, M.J.1
  • 26
    • 0002532056 scopus 로고
    • The estimation of stochastic context-free grammars using the inside-outside algorithm
    • K. Lari, and S.J. Young The estimation of stochastic context-free grammars using the inside-outside algorithm Comput. Speech Language 4 1990 35 56
    • (1990) Comput. Speech Language , vol.4 , pp. 35-56
    • Lari, K.1    Young, S.J.2
  • 29
    • 34249852033 scopus 로고
    • Building a large annotated corpus of English: The Penn treebank
    • M.P. Marcus, B. Santorini, and M. Ann Marcinkiewicz Building a large annotated corpus of English The Penn treebank Comput. Linguist. 19 1993 313 330
    • (1993) Comput. Linguist. , vol.19 , pp. 313-330
    • Marcus, M.P.1    Santorini, B.2    Ann Marcinkiewicz, M.3
  • 30
    • 0041154364 scopus 로고
    • Bootstrapping syntactic categories using statistical methods
    • W. Daelemans D. Powers Tilburg University Institute for Language Technology and AI
    • S. Finch, and N. Chater Bootstrapping syntactic categories using statistical methods W. Daelemans D. Powers Background and Experiments in Machine Learning of Natural Language 1992 Tilburg University Institute for Language Technology and AI 229 235
    • (1992) Background and Experiments in Machine Learning of Natural Language , pp. 229-235
    • Finch, S.1    Chater, N.2
  • 31
    • 85119471829 scopus 로고
    • Distributional part-of-speech tagging
    • H. Schütze, Distributional part-of-speech tagging, in: EACL, vol. 7, 1995, pp. 141-148.
    • (1995) EACL , vol.7 , pp. 141-148
    • Schütze, H.1
  • 34
    • 0005921873 scopus 로고    scopus 로고
    • PCFG models of linguistic tree representations
    • M. Johnson PCFG models of linguistic tree representations Comput. Linguist. 24 1998 613 632
    • (1998) Comput. Linguist. , vol.24 , pp. 613-632
    • Johnson, M.1
  • 35
    • 84898945140 scopus 로고    scopus 로고
    • Natural language grammar induction using a constituent-context model
    • T.G. Dietterich S. Becker Z. Ghahramani MIT Press Cambridge, MA
    • D. Klein, and C.D. Manning Natural language grammar induction using a constituent-context model T.G. Dietterich S. Becker Z. Ghahramani Advances in Neural Information Processing Systems 14 (NIPS 2001) vol. 1 2001 MIT Press Cambridge, MA 35 42
    • (2001) Advances in Neural Information Processing Systems 14 (NIPS 2001) , vol.1 , pp. 35-42
    • Klein, D.1    Manning, C.D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.