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Volumn , Issue , 2016, Pages 537-542

Nonparametric spherical topic modeling with word embeddings

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; EMBEDDINGS; INFERENCE ENGINES; SEMANTICS; STOCHASTIC SYSTEMS;

EID: 85016629898     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.18653/v1/p16-2087     Document Type: Conference Paper
Times cited : (90)

References (21)
  • 1
    • 24944472983 scopus 로고    scopus 로고
    • Clustering on the unit hypersphere using von mises-fisher distributions
    • Arindam Banerjee, Inderjit S Dhillon, Joydeep Ghosh, and Suvrit Sra. 2005. Clustering on the unit hypersphere using von mises-fisher distributions. In Journal of Machine Learning Research, pages 1345-1382.
    • (2005) Journal of Machine Learning Research , pp. 1345-1382
    • Banerjee, A.1    Dhillon, I.S.2    Ghosh, J.3    Sra, S.4
  • 4
    • 84861170800 scopus 로고    scopus 로고
    • Probabilistic topic models
    • David M Blei. 2012. Probabilistic topic models. Communications of the ACM, 55(4):77-84.
    • (2012) Communications of the ACM , vol.55 , Issue.4 , pp. 77-84
    • Blei, D.M.1
  • 5
    • 84877754025 scopus 로고    scopus 로고
    • Truly nonparametric online variational inference for hierarchical dirichlet processes
    • Michael Bryant and Erik B Sudderth. 2012. Truly nonparametric online variational inference for hierarchical dirichlet processes. In Advances in Neural Information Processing Systems, pages 2699-2707.
    • (2012) Advances in Neural Information Processing Systems , pp. 2699-2707
    • Bryant, M.1    Sudderth, E.B.2
  • 7
    • 24944539009 scopus 로고    scopus 로고
    • Technical report, Technical Report TR-03-06, Department of Computer Sciences, The University of Texas at Austin
    • Inderjit S Dhillon and Suvrit Sra. 2003. Modeling data using directional distributions. Technical report, Technical Report TR-03-06, Department of Computer Sciences, The University of Texas at Austin. URL ftp://ftp. cs. utexas. edu/pub/techreports/tr03-06. ps. gz.
    • (2003) Modeling Data Using Directional Distributions
    • Dhillon, I.S.1    Sra, S.2
  • 12
    • 84905694259 scopus 로고    scopus 로고
    • Machine reading tea leaves: Automatically evaluating topic coherence and topic model quality
    • Jey Han Lau, David Newman, and Timothy Baldwin. 2014. Machine reading tea leaves: Automatically evaluating topic coherence and topic model quality. In EACL, pages 530-539.
    • (2014) EACL , pp. 530-539
    • Han Lau, J.1    Newman, D.2    Baldwin, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.