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Volumn 4201 LNAI, Issue , 2006, Pages 97-111

Stochastic analysis of lexical and semantic enhanced structural language model

Author keywords

Language modeling; Probabilistic latent semantic analysis; Structural language model; Trigram

Indexed keywords

CONTEXT FREE GRAMMARS; MATHEMATICAL MODELS; PARAMETER ESTIMATION; PROBABILITY; SEMANTICS; TOPOLOGY;

EID: 33750373743     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11872436_9     Document Type: Conference Paper
Times cited : (3)

References (20)
  • 5
    • 0004449398 scopus 로고
    • Three models for the description of language
    • N. Chomsky. (1956). Three models for the description of language. IRE Transactions on Information Theory, 2(3):113-24.
    • (1956) IRE Transactions on Information Theory , vol.2 , Issue.3 , pp. 113-124
    • Chomsky, N.1
  • 6
    • 0002629270 scopus 로고
    • Maximum likelihood estimation from incomplete data via the em algorithm
    • A. Dempster, N. Laird and D. Rubin. (1977). Maximum likelihood estimation from incomplete data via the EM algorithm. Journal of Royal Statistical Society, 39:1-38.
    • (1977) Journal of Royal Statistical Society , vol.39 , pp. 1-38
    • Dempster, A.1    Laird, N.2    Rubin, D.3
  • 7
    • 0034818212 scopus 로고    scopus 로고
    • Unsupervised learning by probabilistic latent semantic analysis
    • T. Hofmann. (2001). Unsupervised learning by probabilistic latent semantic analysis. Machine Learning, 42(1):177-196
    • (2001) Machine Learning , vol.42 , Issue.1 , pp. 177-196
    • Hofmann, T.1
  • 12
    • 33750376181 scopus 로고    scopus 로고
    • Stochastic analysis of structured language modeling
    • M. Johnson, S. Khudanpur, M. Ostendorf and R. Rosenfeld (Editors), Springer-Verlag
    • F. Jelinek. (2004). Stochastic analysis of structured language modeling. Mathematical Foundations of Speech and Language Processing, M. Johnson, S. Khudanpur, M. Ostendorf and R. Rosenfeld (Editors), 37-72, Springer-Verlag.
    • (2004) Mathematical Foundations of Speech and Language Processing , pp. 37-72
    • Jelinek, F.1
  • 13
    • 0034297742 scopus 로고    scopus 로고
    • Maximum entropy techniques for exploiting syntactic, semantic and collocational dependencies in language modeling
    • S. Khudanpur and J. Wu. (2000). Maximum entropy techniques for exploiting syntactic, semantic and collocational dependencies in language modeling. Computer Speech and Language, 14(4):355-372.
    • (2000) Computer Speech and Language , vol.14 , Issue.4 , pp. 355-372
    • Khudanpur, S.1    Wu, J.2
  • 15
    • 24044533419 scopus 로고    scopus 로고
    • A derivation of the inside-outside algorithm from the em algorithm
    • J. Lafferty. (2000). A derivation of the inside-outside algorithm from the EM algorithm. IBM Research Report 21636.
    • (2000) IBM Research Report 21636
    • Lafferty, J.1
  • 16
    • 0002532056 scopus 로고
    • The estimation of stochastic context-free grammars using the inside-outside algorithm
    • K. Lari and S. Young. (1990). The estimation of stochastic context-free grammars using the inside-outside algorithm. Computer Speech and Language, 4:35-56.
    • (1990) Computer Speech and Language , vol.4 , pp. 35-56
    • Lari, K.1    Young, S.2
  • 18
    • 84856043672 scopus 로고
    • A mathematical theory of communication
    • C. Shannon. (1948). A mathematical theory of communication. Bell System Technical Journal, 27(2):379-423.
    • (1948) Bell System Technical Journal , vol.27 , Issue.2 , pp. 379-423
    • Shannon, C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.