2013-12-3 - 版本历史

2014年10月15日 (三) 04:36 Lr

2014-10-15T04:36:17Z

2014年10月15日 (三) 04:35 Lr

2014-10-15T04:35:23Z

2014年10月15日 (三) 04:34 Lr

2014-10-15T04:34:25Z

Lr：以“Continuous Space Language Model(NNLM) *slider [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/f/f3/Cslm-cslt.pdf]”为内容创建页面

2014-10-15T04:31:52Z

以“Continuous Space Language Model(NNLM) *slider [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/f/f3/Cslm-cslt.pdf]”为内容创建页面

新页面

Continuous Space Language Model(NNLM)
*slider [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/f/f3/Cslm-cslt.pdf]

@@ 第2行： / 第2行： @@
 *slider [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/f/f3/Cslm-cslt.pdf]
 * related paper
-:*[1] Holger Schwenk; CSLM - A modular Open-Source Continuous Space Language Modeling Toolkit, in
+:*[1] Holger Schwenk; CSLM - A modular Open-Source Continuous Space Language Modeling Toolkit, in Interspeech, August 2013.
-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
-:* [2] Y. Bengio, and R. Ducharme. A neural probabilistic language model. In Neural Information
+:* [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.
-Processing Systems, volume 13, pages 932-938. 2001
+:* [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.
-:* [3] Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. Efficient Estimation of Word
+:* [5]Tomas Mikolov, Wen-tau Yih, and Geoffrey Zweig. Linguistic Regularities in Continuous Space Word Representations. In Proceedings of NAACL HLT, 2013.
 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
+:* Mikolov, Tomas, Wen-tau Yih, and Geoffrey Zweig. Linguistic regularities in continuous space word representations. Proceedings of NAACL-HLT. 2013
-word representations. Proceedings of NAACL-HLT. 2013
+:*[7] Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu and Pavel Kuksa.Natural Language Processing (Almost) from Scratch. Journal of Machine Learning Research (JMLR), 12:2493-2537, 2011.
-:*[7] Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu and Pavel
+:* [8] Andriy Mnih & Geoffrey Hinton. Three new graphical models for statistical language modelling. International Conference on Machine Learning (ICML). 2007.
-Kuksa.Natural Language Processing (Almost) from Scratch. Journal of Machine Learning Research
+:* [9] Andriy Mnih & Geoffrey Hinton. A scalable hierarchical distributed language model. The Conference on Neural Information Processing Systems (NIPS) (pp. 1081–1088). 2008.
-(JMLR), 12:2493-2537, 2011.
+:* [10] Mikolov Tomáš. Statistical Language Models based on Neural Networks. PhD thesis, Brno University of Technology. 2012.
-:* [8] Andriy Mnih & Geoffrey Hinton. Three new graphical models for statistical language modelling.
+:* [11] Turian, Joseph, Lev Ratinov, and Yoshua Bengio. Word representations: a simple and general method for semi-supervised learning. Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL). 2010.
 International Conference on Machine Learning (ICML). 2007.
 :* [9] Andriy Mnih & Geoffrey Hinton. A scalable hierarchical distributed language model. The
 Conference on Neural Information Processing Systems (NIPS) (pp. 1081–1088). 2008.
 :* [10] Mikolov Tomáš. Statistical Language Models based on Neural Networks. PhD thesis, Brno
 University of Technology. 2012.
 :* [11] Turian, Joseph, Lev Ratinov, and Yoshua Bengio. Word representations: a simple and general
 method for semi-supervised learning. Proceedings of the 48th Annual Meeting of the Association for
 Computational Linguistics (ACL). 2010.

←上一版本		2014年10月15日 (三) 04:35的版本
第15行：		第15行：
	:* Mikolov, Tomas, Wen-tau Yih, and Geoffrey Zweig. Linguistic regularities in continuous space		:* Mikolov, Tomas, Wen-tau Yih, and Geoffrey Zweig. Linguistic regularities in continuous space
	word representations. Proceedings of NAACL-HLT. 2013		word representations. Proceedings of NAACL-HLT. 2013
		+	:*[7] Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu and Pavel
		+	Kuksa.Natural Language Processing (Almost) from Scratch. Journal of Machine Learning Research
		+	(JMLR), 12:2493-2537, 2011.
		+	:* [8] Andriy Mnih & Geoffrey Hinton. Three new graphical models for statistical language modelling.
		+	International Conference on Machine Learning (ICML). 2007.
		+	:* [9] Andriy Mnih & Geoffrey Hinton. A scalable hierarchical distributed language model. The
		+	Conference on Neural Information Processing Systems (NIPS) (pp. 1081–1088). 2008.
		+	:* [10] Mikolov Tomáš. Statistical Language Models based on Neural Networks. PhD thesis, Brno
		+	University of Technology. 2012.
		+	:* [11] Turian, Joseph, Lev Ratinov, and Yoshua Bengio. Word representations: a simple and general
		+	method for semi-supervised learning. Proceedings of the 48th Annual Meeting of the Association for
		+	Computational Linguistics (ACL). 2010.

←上一版本		2014年10月15日 (三) 04:34的版本
第1行：		第1行：
	Continuous Space Language Model(NNLM)		Continuous Space Language Model(NNLM)
	*slider [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/f/f3/Cslm-cslt.pdf]		*slider [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/f/f3/Cslm-cslt.pdf]
		+	* 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