Advances in spectral learning with applications to text analysis and brain imaging

作者: Paramveer Singh Dhillon

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参考文章(111)
G. W. Stewart, Perturbation theory for the singular value decomposition University of Maryland at College Park. ,(1990)
Ankur P. Parikh, Shay B. Cohen, Eric P. Xing, Spectral Unsupervised Parsing with Additive Tree Metrics Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). pp. 1062- 1072 ,(2014) , 10.3115/V1/P14-1100
Mohit Bansal, Kevin Gimpel, Karen Livescu, Tailoring Continuous Word Representations for Dependency Parsing Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers). pp. 809- 815 ,(2014) , 10.3115/V1/P14-2131
Richard Socher, Andrew Ng, Christopher Potts, Christopher D. Manning, Jason Chuang, Alex Perelygin, Jean Wu, Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank empirical methods in natural language processing. pp. 1631- 1642 ,(2013)
Alona Fyshe, Partha P Talukdar, Brian Murphy, Tom M Mitchell, None, Interpretable Semantic Vectors from a Joint Model of Brain- and Text- Based Meaning Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). ,vol. 2014, pp. 489- 499 ,(2014) , 10.3115/V1/P14-1046
Karl Stratos, Shay Cohen, Dean P. Foster, Lyle Ungar, Michael Collins, Spectral Learning of Latent-Variable PCFGs The Association for Computational Linguistics. ,(2012)
John W. Tukey, Exploratory data analysis eda. ,(1977)
Kiril Ivanov Simov, Sia Kolkovska, Milena Slavcheva, Petya Osenova, Alexander Simov, Milen Kouylekov, Dimitar Doikoff, Elisaveta Balabanova, Krassimira Ivanova, Building a Linguistically Interpreted Corpus of Bulgarian: the BulTreeBank. language resources and evaluation. ,(2002)
Paramveer Dhillon, Dean Foster, Lyle Ungar, Jordan Rodu, Two Step CCA: A new spectral method for estimating vector models of words arXiv: Computation and Language. ,(2012)
Tomas Mikolov, Kai Chen, Greg Corrado, Jeffrey Dean, None, Efficient Estimation of Word Representations in Vector Space arXiv: Computation and Language. ,(2013)