메뉴 건너뛰기




Volumn , Issue , 2010, Pages 1502-1511

Viterbi training for PCFGs: Hardness results and competitiveness of uniform initialization

Author keywords

[No Author keywords available]

Indexed keywords

ASSIGNMENT OF; HARDNESS RESULT; LOG LIKELIHOOD; MODEL PARAMETERS; NP-HARD; PROBABILISTIC CONTEXT FREE GRAMMARS; VITERBI;

EID: 84859976571     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (17)

References (32)
  • 1
    • 0001841122 scopus 로고
    • On the computational complexity of approximating distributions by probabilistic automata
    • N. Abe and M. Warmuth. 1992. On the computational complexity of approximating distributions by probabilistic automata. Machine Learning, 9(2-3):205-260.
    • (1992) Machine Learning , vol.9 , Issue.2-3 , pp. 205-260
    • Abe, N.1    Warmuth, M.2
  • 3
    • 62249143532 scopus 로고    scopus 로고
    • NP-hardness of Euclidean sum-of-squares clustering
    • D. Aloise, A. Deshpande, P. Hansen, and P. Popat. 2009. NP-hardness of Euclidean sum-of-squares clustering. Machine Learning, 75(2):245-248.
    • (2009) Machine Learning , vol.75 , Issue.2 , pp. 245-248
    • Aloise, D.1    Deshpande, A.2    Hansen, P.3    Popat, P.4
  • 5
    • 84858435643 scopus 로고    scopus 로고
    • Computational complexity of problems on probabilistic grammars and transducers
    • F. Casacuberta and C. de la Higuera. 2000. Computational complexity of problems on probabilistic grammars and transducers. In Proc. of ICGI.
    • (2000) Proc. of ICGI
    • Casacuberta, F.1    De La Higuera, C.2
  • 6
    • 0001821152 scopus 로고    scopus 로고
    • Statistical parsing with a contextfree grammar and word statistics
    • E. Charniak. 1997. Statistical parsing with a contextfree grammar and word statistics. In Proc. of AAAI.
    • (1997) Proc. of AAAI
    • Charniak, E.1
  • 7
    • 84858398441 scopus 로고    scopus 로고
    • Shared logistic normal distributions for soft parameter tying in unsupervised grammar induction
    • S. B. Cohen and N. A. Smith. 2009. Shared logistic normal distributions for soft parameter tying in unsupervised grammar induction. In Proc. of HLTNAACL.
    • (2009) Proc. of HLTNAACL
    • Cohen, S.B.1    Smith, N.A.2
  • 8
    • 4043082208 scopus 로고    scopus 로고
    • Head-driven statistical models for natural language processing
    • M. Collins. 2003. Head-driven statistical models for natural language processing. Computational Linguistics, 29(4):589-637.
    • (2003) Computational Linguistics , vol.29 , Issue.4 , pp. 589-637
    • Collins, M.1
  • 9
    • 0000029611 scopus 로고
    • Computationally difficult parsimony problems in phylogenetic systematics
    • W. H. E. Day. 1983. Computationally difficult parsimony problems in phylogenetic systematics. Journal of Theoretical Biology, 103.
    • (1983) Journal of Theoretical Biology , pp. 103
    • Day, W.H.E.1
  • 10
    • 84857523603 scopus 로고    scopus 로고
    • The complexity of phrase alignment problems
    • J. DeNero and D. Klein. 2008. The complexity of phrase alignment problems. In Proc. of ACL.
    • (2008) Proc. of ACL
    • Denero, J.1    Klein, D.2
  • 11
    • 0031209604 scopus 로고    scopus 로고
    • Selective sampling using the query by committee algorithm
    • Y. Freund, H. Seung, E. Shamir, and N. Tishby. 1997. Selective sampling using the query by committee algorithm. Machine Learning, 28(2-3):133-168.
    • (1997) Machine Learning , vol.28 , Issue.2-3 , pp. 133-168
    • Freund, Y.1    Seung, H.2    Shamir, E.3    Tishby, N.4
  • 13
    • 0010000856 scopus 로고    scopus 로고
    • Ph.D. thesis, Harvard University
    • J. Goodman. 1998. Parsing Inside-Out. Ph.D. thesis, Harvard University.
    • (1998) Parsing Inside-Out
    • Goodman, J.1
  • 14
    • 3543041008 scopus 로고
    • Syntax-controlled probabilities
    • Division of Applied Mathematics
    • U. Grenander. 1967. Syntax-controlled probabilities. Technical report, Brown University, Division of Applied Mathematics.
    • (1967) Technical Report, Brown University
    • Grenander, U.1
  • 15
    • 79551470241 scopus 로고    scopus 로고
    • Adaptor grammars: A framework for specifying compositional nonparameteric Bayesian models
    • M. Johnson, T. L. Griffiths, and S. Goldwater. 2006. Adaptor grammars: A framework for specifying compositional nonparameteric Bayesian models. In Advances in NIPS.
    • (2006) Advances in NIPS
    • Johnson, M.1    Griffiths, T.L.2    Goldwater, S.3
  • 17
    • 22344441613 scopus 로고    scopus 로고
    • Natural language grammar induction using a constituentcontext model
    • D. Klein and C. Manning. 2001. Natural language grammar induction using a constituentcontext model. In Advances in NIPS.
    • (2001) Advances in NIPS
    • Klein, D.1    Manning, C.2
  • 18
    • 80053270718 scopus 로고    scopus 로고
    • Decoding complexity in wordreplacement translation models
    • K. Knight. 1999. Decoding complexity in wordreplacement translation models. Computational Linguistics, 25(4):607-615.
    • (1999) Computational Linguistics , vol.25 , Issue.4 , pp. 607-615
    • Knight, K.1
  • 20
    • 21644467641 scopus 로고    scopus 로고
    • The consensus string problem and the complexity of comparing hidden Markov models
    • R. B. Lyngsø and C. N. S. Pederson. 2002. The consensus string problem and the complexity of comparing hidden Markov models. Journal of Computing and System Science, 65(3):545-569.
    • (2002) Journal of Computing and System Science , vol.65 , Issue.3 , pp. 545-569
    • Lyngsø, R.B.1    Pederson, C.N.S.2
  • 24
    • 85119623914 scopus 로고    scopus 로고
    • On the complexity of non-projective data-driven dependency parsing
    • R. McDonald and G. Satta. 2007. On the complexity of non-projective data-driven dependency parsing. In Proc. of IWPT.
    • (2007) Proc. of IWPT
    • McDonald, R.1    Satta, G.2
  • 25
    • 0002788893 scopus 로고    scopus 로고
    • A view of the em algorithm that justifies incremental, sparse, and other variants
    • Kluwer Academic Publishers
    • R. M. Neal and G. E. Hinton. 1998. A view of the EM algorithm that justifies incremental, sparse, and other variants. In Learning and Graphical Models, pages 355-368. Kluwer Academic Publishers.
    • (1998) Learning and Graphical Models , pp. 355-368
    • Neal, R.M.1    Hinton, G.E.2
  • 26
    • 0010323861 scopus 로고    scopus 로고
    • Computational complexity of probabilistic disambiguation by means of tree-grammars
    • K. Sima'an. 1996. Computational complexity of probabilistic disambiguation by means of tree-grammars. In In Proc. of COLING.
    • (1996) Proc. of COLING
    • Sima'an, K.1
  • 28
    • 37249024089 scopus 로고    scopus 로고
    • Weighted and probabilistic context-free grammars are equally expressive
    • N. A. Smith and M. Johnson. 2007. Weighted and probabilistic context-free grammars are equally expressive. Computational Linguistics, 33(4):477-491.
    • (2007) Computational Linguistics , vol.33 , Issue.4 , pp. 477-491
    • Smith, N.A.1    Johnson, M.2
  • 30
    • 84859986852 scopus 로고    scopus 로고
    • Computational complexity of statistical machine translation
    • R. Udupa and K. Maji. 2006. Computational complexity of statistical machine translation. In Proc. of EACL.
    • (2006) Proc. of EACL
    • Udupa, R.1    Maji, K.2
  • 31
    • 80053277910 scopus 로고    scopus 로고
    • What is the Jeopardy model? a quasi-synchronous grammar for question answering
    • M. Wang, N. A. Smith, and T. Mitamura. 2007. What is the Jeopardy model? a quasi-synchronous grammar for question answering. In Proc. of EMNLP.
    • (2007) Proc. of EMNLP
    • Wang, M.1    Smith, N.A.2    Mitamura, T.3
  • 32
    • 80053420461 scopus 로고    scopus 로고
    • Structured local training and biased potential functions for conditional random fields with application to coreference resolution
    • C. Yejin and C. Cardie. 2007. Structured local training and biased potential functions for conditional random fields with application to coreference resolution. In Proc. of HLT-NAACL.
    • (2007) Proc. of HLT-NAACL
    • Yejin, C.1    Cardie, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.