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Text Representation

2246 directly classified papers

Papers per year

Papers

Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes NIPS 2012
Joint Modeling of a Matrix with Associated Text via Latent Binary Features NIPS 2012
Factorial LDA: Sparse Multi-Dimensional Text Models NIPS 2012
Complexity of Inference in Latent Dirichlet Allocation NIPS 2011
Bridging the Language Gap: Topic Adaptation for Documents with Different Technicality AISTATS 2011
Multi-View Learning of Word Embeddings via CCA NIPS 2011
Word Features for Latent Dirichlet Allocation NIPS 2010
Joint Analysis of Time-Evolving Binary Matrices and Associated Documents NIPS 2010
Differential Use of Implicit Negative Evidence in Generative and Discriminative Language Learning NIPS 2009
Decoupling Sparsity and Smoothness in the Discrete Hierarchical Dirichlet Process NIPS 2009
Reading Tea Leaves: How Humans Interpret Topic Models NIPS 2009
Replicated Softmax: an Undirected Topic Model NIPS 2009
Modeling Social Annotation Data with Content Relevance using a Topic Model NIPS 2009
Streaming Pointwise Mutual Information NIPS 2009
Asynchronous Distributed Learning of Topic Models NIPS 2008
Discriminative Log-Linear Grammars with Latent Variables NIPS 2007
Supervised Topic Models NIPS 2007
Distributed Inference for Latent Dirichlet Allocation NIPS 2007
The Locally Weighted Bag of Words Framework for Document Representation JMLR 2007
Modeling General and Specific Aspects of Documents with a Probabilistic Topic Model NIPS 2006
Adaptor Grammars: A Framework for Specifying Compositional Nonparametric Bayesian Models NIPS 2006