Text Representation

A Novel Two-Step Method for Cross Language Representation Learning NeurIPS 2013 Distributed Representations of Words and Phrases and their Compositionality NeurIPS 2013 Documents as multiple overlapping windows into grids of counts NeurIPS 2013 Domain Adaptation for Sequence Labeling Tasks with a Probabilistic Language Adaptation Model ICML 2013 Learning word embeddings efficiently with noise-contrastive estimation NeurIPS 2013 Lexical and Hierarchical Topic Regression NeurIPS 2013 Modeling Musical Influence with Topic Models ICML 2013 Sparse Additive Text Models with Low Rank Background NeurIPS 2013 Factorial LDA: Sparse Multi-Dimensional Text Models NeurIPS 2012 Joint Modeling of a Matrix with Associated Text via Latent Binary Features NeurIPS 2012 Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes NeurIPS 2012 Bridging the Language Gap: Topic Adaptation for Documents with Different Technicality AISTATS 2011 Complexity of Inference in Latent Dirichlet Allocation NeurIPS 2011 Multi-View Learning of Word Embeddings via CCA NeurIPS 2011 Joint Analysis of Time-Evolving Binary Matrices and Associated Documents NeurIPS 2010 Word Features for Latent Dirichlet Allocation NeurIPS 2010 Decoupling Sparsity and Smoothness in the Discrete Hierarchical Dirichlet Process NeurIPS 2009 Differential Use of Implicit Negative Evidence in Generative and Discriminative Language Learning NeurIPS 2009 Modeling Social Annotation Data with Content Relevance using a Topic Model NeurIPS 2009 Polynomial Semantic Indexing NeurIPS 2009 Reading Tea Leaves: How Humans Interpret Topic Models NeurIPS 2009 Replicated Softmax: an Undirected Topic Model NeurIPS 2009 Streaming Pointwise Mutual Information NeurIPS 2009 Asynchronous Distributed Learning of Topic Models NeurIPS 2008 Learning the Semantic Correlation: An Alternative Way to Gain from Unlabeled Text NeurIPS 2008