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[1] Geoffrey E. Hinton,et al. A Scalable Hierarchical Distributed Language Model , 2008, NIPS.
[2] Katrin Erk,et al. A Structured Vector Space Model for Word Meaning in Context , 2008, EMNLP.
[3] Mauro Cettolo,et al. WIT3: Web Inventory of Transcribed and Translated Talks , 2012, EAMT.
[4] Yoshua Bengio,et al. Word Representations: A Simple and General Method for Semi-Supervised Learning , 2010, ACL.
[5] Jason Weston,et al. Natural Language Processing (Almost) from Scratch , 2011, J. Mach. Learn. Res..
[6] Phil Blunsom,et al. The Role of Syntax in Vector Space Models of Compositional Semantics , 2013, ACL.
[7] J. R. Firth,et al. A Synopsis of Linguistic Theory, 1930-1955 , 1957 .
[8] Phil Blunsom,et al. Recurrent Convolutional Neural Networks for Discourse Compositionality , 2013, CVSM@ACL.
[9] Lukás Burget,et al. Recurrent neural network based language model , 2010, INTERSPEECH.
[10] Ivan Titov,et al. Inducing Crosslingual Distributed Representations of Words , 2012, COLING.
[11] Dan Klein,et al. Learning Bilingual Lexicons from Monolingual Corpora , 2008, ACL.
[12] Michael Collins,et al. Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms , 2002, EMNLP.
[13] Yoshua Bengio,et al. A Neural Probabilistic Language Model , 2003, J. Mach. Learn. Res..
[14] Marco Baroni,et al. Nouns are Vectors, Adjectives are Matrices: Representing Adjective-Noun Constructions in Semantic Space , 2010, EMNLP.
[15] Mehrnoosh Sadrzadeh,et al. Experimental Support for a Categorical Compositional Distributional Model of Meaning , 2011, EMNLP.
[16] John C. Platt,et al. Learning Discriminative Projections for Text Similarity Measures , 2011, CoNLL.
[17] S. T. Dumais,et al. Using latent semantic analysis to improve access to textual information , 1988, CHI '88.
[18] Yoram Singer,et al. Adaptive Subgradient Methods for Online Learning and Stochastic Optimization , 2011, J. Mach. Learn. Res..
[19] Stephen Clark,et al. Combining Symbolic and Distributional Models of Meaning , 2007, AAAI Spring Symposium: Quantum Interaction.
[20] Philipp Koehn,et al. Europarl: A Parallel Corpus for Statistical Machine Translation , 2005, MTSUMMIT.
[21] Jeffrey Dean,et al. Efficient Estimation of Word Representations in Vector Space , 2013, ICLR.
[22] Vladimir Eidelman,et al. cdec: A Decoder, Alignment, and Learning Framework for Finite- State and Context-Free Translation Models , 2010, ACL.
[23] Deb Roy,et al. Grounded spoken language acquisition: experiments in word learning , 2003, IEEE Trans. Multim..
[24] Peter D. Turney. Domain and Function: A Dual-Space Model of Semantic Relations and Compositions , 2012, J. Artif. Intell. Res..
[25] Quoc V. Le,et al. Exploiting Similarities among Languages for Machine Translation , 2013, ArXiv.
[26] Christopher D. Manning,et al. Bilingual Word Embeddings for Phrase-Based Machine Translation , 2013, EMNLP.
[27] Jeffrey Pennington,et al. Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions , 2011, EMNLP.
[28] Mirella Lapata,et al. Vector-based Models of Semantic Composition , 2008, ACL.
[29] Phil Blunsom,et al. Multilingual Distributed Representations without Word Alignment , 2013, ICLR 2014.
[30] Nitish Srivastava,et al. Multimodal learning with deep Boltzmann machines , 2012, J. Mach. Learn. Res..
[31] Michael I. Jordan,et al. Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..
[32] Steven Skiena,et al. Polyglot: Distributed Word Representations for Multilingual NLP , 2013, CoNLL.
[33] Mirella Lapata,et al. Machine Translation by Triangulation: Making Effective Use of Multi-Parallel Corpora , 2007, ACL.
[34] Yiming Yang,et al. RCV1: A New Benchmark Collection for Text Categorization Research , 2004, J. Mach. Learn. Res..
[35] P. Bloom. Précis of How Children Learn the Meanings of Words , 2001, Behavioral and Brain Sciences.
[36] Jason Weston,et al. A unified architecture for natural language processing: deep neural networks with multitask learning , 2008, ICML '08.
[37] Sarath Chandar. Multilingual Deep Learning , 2013 .
[38] Juhan Nam,et al. Multimodal Deep Learning , 2011, ICML.
[39] Andrew Y. Ng,et al. Semantic Compositionality through Recursive Matrix-Vector Spaces , 2012, EMNLP.
[40] Hugo Larochelle,et al. Learning Multilingual Word Representations using a Bag-of-Words Autoencoder , 2014, ArXiv.