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Text Representation

2,258 papers

Papers per year

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Papers

Analysis of Variational Bayesian Latent Dirichlet Allocation: Weaker Sparsity Than MAP NIPS 2014
Learning a Concept Hierarchy from Multi-labeled Documents NIPS 2014
Neural Word Embedding as Implicit Matrix Factorization NIPS 2014
A Multiplicative Model for Learning Distributed Text-Based Attribute Representations NIPS 2014
The Inverse Regression Topic Model ICML 2014
A Novel Two-Step Method for Cross Language Representation Learning NIPS 2013
Sparse Additive Text Models with Low Rank Background NIPS 2013
Documents as multiple overlapping windows into grids of counts NIPS 2013
Distributed Representations of Words and Phrases and their Compositionality NIPS 2013
Lexical and Hierarchical Topic Regression NIPS 2013
Domain Adaptation for Sequence Labeling Tasks with a Probabilistic Language Adaptation Model ICML 2013
Modeling Musical Influence with Topic Models ICML 2013
Factorial LDA: Sparse Multi-Dimensional Text Models NIPS 2012
Joint Modeling of a Matrix with Associated Text via Latent Binary Features NIPS 2012
Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes NIPS 2012
Complexity of Inference in Latent Dirichlet Allocation NIPS 2011
Multi-View Learning of Word Embeddings via CCA NIPS 2011
Bridging the Language Gap: Topic Adaptation for Documents with Different Technicality AISTATS 2011
Joint Analysis of Time-Evolving Binary Matrices and Associated Documents NIPS 2010
Word Features for Latent Dirichlet Allocation NIPS 2010
Differential Use of Implicit Negative Evidence in Generative and Discriminative Language Learning NIPS 2009
Streaming Pointwise Mutual Information NIPS 2009
Replicated Softmax: an Undirected Topic Model NIPS 2009
Modeling Social Annotation Data with Content Relevance using a Topic Model NIPS 2009
Decoupling Sparsity and Smoothness in the Discrete Hierarchical Dirichlet Process NIPS 2009