Text Classification

Sparse Additive Text Models with Low Rank Background NeurIPS 2013 Stochastic Ratio Matching of RBMs for Sparse High-Dimensional Inputs NeurIPS 2013 How They Vote: Issue-Adjusted Models of Legislative Behavior NeurIPS 2012 Monte Carlo Methods for Maximum Margin Supervised Topic Models NeurIPS 2012 Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection NeurIPS 2011 Large-Scale Sparse Principal Component Analysis with Application to Text Data NeurIPS 2011 Summarization of Yes/No Questions Using a Feature Function Model ACML 2011 A Comparison of Features for Automatic Readability Assessment COLING 2010 Deterministic Single-Pass Algorithm for LDA NeurIPS 2010 Word Features for Latent Dirichlet Allocation NeurIPS 2010 Dirichlet-Bernoulli Alignment: A Generative Model for Multi-Class Multi-Label Multi-Instance Corpora NeurIPS 2009 Investigation of Question Classifier in Question Answering EMNLP 2009 Learning from Multiple Partially Observed Views - an Application to Multilingual Text Categorization NeurIPS 2009 Modeling Social Annotation Data with Content Relevance using a Topic Model NeurIPS 2009 DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification NeurIPS 2008 Large Margin Taxonomy Embedding for Document Categorization NeurIPS 2008 Learning the Semantic Correlation: An Alternative Way to Gain from Unlabeled Text NeurIPS 2008 Look Ma, No Hands: Analyzing the Monotonic Feature Abstraction for Text Classification NeurIPS 2008 Regularized Learning with Networks of Features NeurIPS 2008 Semi-supervised Learning with Weakly-Related Unlabeled Data : Towards Better Text Categorization NeurIPS 2008 A Randomized Algorithm for Large Scale Support Vector Learning NeurIPS 2007 Harnessing the Expertise of 70,000 Human Editors: Knowledge-Based Feature Generation for Text Categorization JMLR 2007 Measuring Differentiability: Unmasking Pseudonymous Authors JMLR 2007 Supervised Topic Models NeurIPS 2007 Cross-Validation Optimization for Large Scale Hierarchical Classification Kernel Methods NeurIPS 2006