2013-12-3
来自cslt Wiki
Continuous Space Language Model(NNLM)
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- related paper
- [1] Holger Schwenk; CSLM - A modular Open-Source Continuous Space Language Modeling Toolkit, in
Interspeech, August 2013.
- [2] Y. Bengio, and R. Ducharme. A neural probabilistic language model. In Neural Information
Processing Systems, volume 13, pages 932-938. 2001
- [3] Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. Efficient Estimation of Word
Representations in Vector Space. In Proceedings of Workshop at ICLR, 2013.
- [4]Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, and Jeffrey Dean. Distributed
Representations of Words and Phrases and their Compositionality. In Proceedings of NIPS, 2013.
- [5]Tomas Mikolov, Wen-tau Yih, and Geoffrey Zweig. Linguistic Regularities in Continuous Space Word
Representations. In Proceedings of NAACL HLT, 2013.
- [6] ngram smoothing http://nlp.stanford.edu/~wcmac/papers/20050421-smoothing-tutorial.pdf
- Mikolov, Tomas, Wen-tau Yih, and Geoffrey Zweig. Linguistic regularities in continuous space
word representations. Proceedings of NAACL-HLT. 2013
