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Volumn , Issue , 2015, Pages 268-278

Task-oriented learning of word embeddings for semantic relation classification

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); EMBEDDINGS; SEMANTICS;

EID: 85072785759     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.18653/v1/k15-1027     Document Type: Conference Paper
Times cited : (45)

References (37)
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    • Adaptive subgradient methods for online learning and stochastic optimization
    • John Duchi, Elad Hazan, and Yoram Singer. 2011. Adaptive Subgradient Methods for Online Learning and Stochastic Optimization. Journal of Machine Learning Research, 12:2121–2159.
    • (2011) Journal of Machine Learning Research , vol.12 , pp. 2121-2159
    • Duchi, J.1    Hazan, E.2    Singer, Y.3
  • 18
    • 84867720412 scopus 로고    scopus 로고
    • Improving neural networks by preventing co-adaptation of feature detectors
    • Geoffrey E. Hinton, Nitish Srivastava, Alex Krizhevsky, Ilya Sutskever, and Ruslan Salakhutdinov. 2012. Improving neural networks by preventing co-adaptation of feature detectors. CoRR, abs/1207.0580.
    • (2012) CoRR
    • Hinton, G.E.1    Srivastava, N.2    Krizhevsky, A.3    Sutskever, I.4    Salakhutdinov, R.5
  • 19
    • 84937828128 scopus 로고    scopus 로고
    • Deep recursive neural networks for compositionality in language
    • Ozan Irsoy and Claire Cardie. 2014. Deep Recursive Neural Networks for Compositionality in Language. In Advances in Neural Information Processing Systems 27, pages 2096–2104.
    • (2014) Advances in Neural Information Processing Systems , vol.27 , pp. 2096-2104
    • Irsoy, O.1    Cardie, C.2
  • 25
    • 41549159851 scopus 로고    scopus 로고
    • Feature forest models for probabilistic HPSG parsing
    • Yusuke Miyao and Jun’ichi Tsujii. 2008. Feature Forest Models for Probabilistic HPSG Parsing. Computational Linguistics, 34(1):35–80, March.
    • (2008) Computational Linguistics , vol.34 , Issue.1 , pp. 35-80
    • Miyao, Y.1    Tsujii, J.2
  • 26
    • 84898987069 scopus 로고    scopus 로고
    • Learning word embeddings efficiently with noise-contrastive estimation
    • Andriy Mnih and Koray Kavukcuoglu. 2013. Learning word embeddings efficiently with noise-contrastive estimation. In Advances in Neural Information Processing Systems 26, pages 2265–2273.
    • (2013) Advances in Neural Information Processing Systems , vol.26 , pp. 2265-2273
    • Mnih, A.1    Kavukcuoglu, K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.