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Volumn , Issue , 2013, Pages

Learning word embeddings efficiently with noise-contrastive estimation

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; SEMANTICS;

EID: 84898987069     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (616)

References (20)
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    • Yoshua Bengio and Jean-Sébastien Senécal. Quick training of probabilistic neural nets by importance sampling. In AISTATS'03, 2003
    • (2003) AISTATS'03
    • Bengio, Y.1    Senécal, J.-S.2
  • 3
    • 42549142788 scopus 로고    scopus 로고
    • Adaptive importance sampling to accelerate training of a neural probabilistic language model
    • Yoshua Bengio and Jean-Sébastien Senécal. Adaptive importance sampling to accelerate training of a neural probabilistic language model. IEEE Transactions on Neural Networks, 19(4):713-722, 2008.
    • (2008) IEEE Transactions on Neural Networks , vol.19 , Issue.4 , pp. 713-722
    • Bengio, Y.1    Senécal, J.-S.2
  • 5
    • 80052250414 scopus 로고    scopus 로고
    • Adaptive subgradient methods for online learning and stochastic optimization
    • John Duchi, Elad Hazan, and Yoram Singer. Adaptive subgradient methods for online learning and stochastic optimization. Journal of Machine Learning Research, 12:2121-2159, 2010.
    • (2010) Journal of Machine Learning Research , vol.12 , pp. 2121-2159
    • Duchi, J.1    Hazan, E.2    Singer, Y.3
  • 6
    • 84857892556 scopus 로고    scopus 로고
    • Noise-contrastive estimation of unnormalized statistical models, with applications to natural image statistics
    • M.U. Gutmann and A. Hyvärinen. Noise-contrastive estimation of unnormalized statistical models, with applications to natural image statistics. Journal of Machine Learning Research, 13:307-361, 2012.
    • (2012) Journal of Machine Learning Research , vol.13 , pp. 307-361
    • Gutmann, M.U.1    Hyvärinen, A.2
  • 7
    • 0000679216 scopus 로고
    • Distributional structure
    • Zellig S Harris. Distributional structure. Word, 1954.
    • (1954) Word
    • Harris, Z.S.1
  • 11
    • 84926179397 scopus 로고    scopus 로고
    • Linguistic regularities in continuous space word representations
    • Tomas Mikolov, Wen-tau Yih, and Geoffrey Zweig. Linguistic regularities in continuous space word representations. Proceedings of NAACL-HLT, 2013.
    • (2013) Proceedings of NAACL-HLT
    • Mikolov, T.1    Yih, W.-T.2    Zweig, G.3
  • 15
    • 34547997987 scopus 로고    scopus 로고
    • Hierarchical probabilistic neural network language model
    • Frederic Morin and Yoshua Bengio. Hierarchical probabilistic neural network language model. In AISTATS' 05, pages 246-252, 2005.
    • (2005) AISTATS' 05 , pp. 246-252
    • Morin, F.1    Bengio, Y.2
  • 19
    • 84867132941 scopus 로고    scopus 로고
    • The microsoft research sentence completion challenge
    • Microsoft Research
    • G. Zweig and C.J.C. Burges. The Microsoft Research Sentence Completion Challenge. Technical Report MSR-TR-2011-129, Microsoft Research, 2011.
    • (2011) Technical Report MSR-TR-2011-129
    • Zweig, G.1    Burges, C.J.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.