메뉴 건너뛰기




Volumn , Issue , 2012, Pages 94-104

Mixed membership Markov models for unsupervised conversation modeling

Author keywords

[No Author keywords available]

Indexed keywords

BASELINE MODELS; HIDDEN STATE; MARKOV MODEL; MULTIPLE CLASS; PERCENTAGE POINTS; RECONSTRUCTION ACCURACY; SPEECH ACTS; WORD-CLUSTERS;

EID: 84883354093     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (30)

References (38)
  • 2
    • 85029434098 scopus 로고    scopus 로고
    • Catching the drift: Probabilistic content models, with applications to generation and summarization
    • Boston, Massachusetts, USA, May 2 - May 7. Association for Computational Linguistics
    • Regina Barzilay and Lillian Lee. 2004. Catching the drift: Probabilistic content models, with applications to generation and summarization. In HLT-NAACL 2004: Main Proceedings, pages 113-120, Boston, Massachusetts, USA, May 2 - May 7. Association for Computational Linguistics.
    • (2004) HLT-NAACL 2004: Main Proceedings , pp. 113-120
    • Barzilay, R.1    Lee, L.2
  • 4
    • 52449116403 scopus 로고    scopus 로고
    • A correlated topic model of science
    • D. Blei and J. Lafferty. 2007. A correlated topic model of science. Annals of Applied Statistics, 1(1):17-35.
    • (2007) Annals of Applied Statistics , vol.1 , Issue.1 , pp. 17-35
    • Blei, D.1    Lafferty, J.2
  • 8
    • 84864054097 scopus 로고    scopus 로고
    • Modeling general and specific aspects of documents with a probabilistic topic model
    • Chaitanya Chemudugunta, Padhraic Smyth, and Mark Steyvers. 2006. Modeling general and specific aspects of documents with a probabilistic topic model. In NIPS, pages 241-248.
    • (2006) NIPS , pp. 241-248
    • Chemudugunta, C.1    Smyth, P.2    Steyvers, M.3
  • 10
    • 85115605144 scopus 로고    scopus 로고
    • Learning to classify email into "speech acts"
    • Barcelona, Spain, July. Association for Computational Linguistics
    • William W. Cohen, Vitor R. Carvalho, and Tom M. Mitchell. 2004. Learning to classify email into "speech acts". In Proceedings of EMNLP 2004, pages 309-316, Barcelona, Spain, July. Association for Computational Linguistics.
    • (2004) Proceedings of EMNLP 2004 , pp. 309-316
    • Cohen, W.W.1    Carvalho, V.R.2    Mitchell, T.M.3
  • 12
    • 66149192415 scopus 로고    scopus 로고
    • Relationship identication for social network discovery
    • Christopher P. Diehl, Galileo Namata, and Lise Getoor. 2007. Relationship identication for social network discovery. In AAAI'07.
    • (2007) AAAI'07
    • Diehl, C.P.1    Namata, G.2    Getoor, L.3
  • 13
    • 79951763363 scopus 로고    scopus 로고
    • Sequential latent dirichlet allocation: Discover underlying topic structures within a document
    • Lan Du, Wray Buntine, and Huidong Jin. 2010. Sequential latent dirichlet allocation: Discover underlying topic structures within a document. 2010 IEEE International Conference on Data Mining, pages 148-157.
    • (2010) 2010 IEEE International Conference on Data Mining , pp. 148-157
    • Du, L.1    Buntine, W.2    Jin, H.3
  • 15
    • 84859918687 scopus 로고    scopus 로고
    • Incorporating non-local information into information extraction systems by gibbs sampling
    • Jenny Rose Finkel, Trond Grenager, and Christopher D. Manning. 2005. Incorporating non-local information into information extraction systems by gibbs sampling. In ACL.
    • (2005) ACL
    • Finkel, J.R.1    Grenager, T.2    Manning, C.D.3
  • 16
    • 84860525845 scopus 로고    scopus 로고
    • A fully Bayesian approach to unsupervised part-of-speech tagging
    • Prague, Czech Republic, June. Association for Computational Linguistics
    • Sharon Goldwater and Tom Griffiths. 2007. A fully bayesian approach to unsupervised part-of-speech tagging. In Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics, pages 744-751, Prague, Czech Republic, June. Association for Computational Linguistics.
    • (2007) Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics , pp. 744-751
    • Goldwater, S.1    Griffiths, T.2
  • 20
    • 84876815928 scopus 로고    scopus 로고
    • Unsupervised modeling of dialog acts in asynchronous conversations
    • Shafiq R. Joty, Giuseppe Carenini, and Chin-Yew Lin. 2011. Unsupervised modeling of dialog acts in asynchronous conversations. In IJCAI, pages 1807-1813.
    • (2011) IJCAI , pp. 1807-1813
    • Joty, S.R.1    Carenini, G.2    Lin, C.-Y.3
  • 22
    • 9444274777 scopus 로고    scopus 로고
    • Comparing clusterings by the variation of information
    • Marina Meila. 2003. Comparing clusterings by the variation of information. Learning Theory and Kernel Machines, pages 173-187.
    • (2003) Learning Theory and Kernel Machines , pp. 173-187
    • Meila, M.1
  • 23
    • 77951202623 scopus 로고    scopus 로고
    • Topic models conditioned on arbitrary features with dirichlet-multinomial regression
    • D. Mimno and A. McCallum. 2008. Topic models conditioned on arbitrary features with dirichlet-multinomial regression. In UAI.
    • (2008) UAI
    • Mimno, D.1    McCallum, A.2
  • 25
    • 80053256413 scopus 로고    scopus 로고
    • Classifying sentences as speech acts in message board posts
    • Edinburgh, Scotland, UK., July. Association for Computational Linguistics
    • Ashequl Qadir and Ellen Riloff. 2011. Classifying sentences as speech acts in message board posts. In Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, pages 748-758, Edinburgh, Scotland, UK., July. Association for Computational Linguistics.
    • (2011) Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing , pp. 748-758
    • Qadir, A.1    Riloff, E.2
  • 31
    • 44949135097 scopus 로고    scopus 로고
    • Dialog act tagging with support vector machines and hidden Markov models
    • Dinoj Surendran and Gina-Anne Levow. 2006. Dialog act tagging with support vector machines and hidden markov models. In Interspeech.
    • (2006) Interspeech
    • Surendran, D.1    Levow, G.-A.2
  • 32
    • 79952129745 scopus 로고    scopus 로고
    • Rethinking LDA: Why priors matter
    • Hanna M. Wallach, David Mimno, and Andrew McCallum. 2009. Rethinking LDA: Why priors matter. In NIPS.
    • (2009) NIPS
    • Wallach, H.M.1    Mimno, D.2    McCallum, A.3
  • 35
    • 84859034862 scopus 로고    scopus 로고
    • Structural topic model for latent topical structure analysis
    • The Association for Computer Linguistics
    • Hongning Wang, Duo Zhang, and ChengXiang Zhai. 2011b. Structural topic model for latent topical structure analysis. In ACL, pages 1526-1535. The Association for Computer Linguistics.
    • (2011) ACL , pp. 1526-1535
    • Wang, H.1    Zhang, D.2    ChengXiang, Z.3
  • 36
    • 80053286100 scopus 로고    scopus 로고
    • Predicting thread discourse structure over technical web forums
    • Li Wang, Marco Lui, Su Nam Kim, Joakim Nivre, and Timothy Baldwin. 2011c. Predicting thread discourse structure over technical web forums. In Proceedings of EMNLP 2011, pages 13-25.
    • (2011) Proceedings of EMNLP 2011 , pp. 13-25
    • Wang, L.1    Lui, M.2    Kim, S.N.3    Nivre, J.4    Baldwin, T.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.