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Text Classification

6,833 papers

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Papers

Gibbs Max-Margin Topic Models with Fast Sampling Algorithms ICML 2013
Learning from Human-Generated Lists ICML 2013
How They Vote: Issue-Adjusted Models of Legislative Behavior NIPS 2012
Monte Carlo Methods for Maximum Margin Supervised Topic Models NIPS 2012
Large-Scale Sparse Principal Component Analysis with Application to Text Data NIPS 2011
Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection NIPS 2011
Summarization of Yes/No Questions Using a Feature Function Model ACML 2011
Deterministic Single-Pass Algorithm for LDA NIPS 2010
Word Features for Latent Dirichlet Allocation NIPS 2010
A Comparison of Features for Automatic Readability Assessment COLING 2010
Modeling Social Annotation Data with Content Relevance using a Topic Model NIPS 2009
Dirichlet-Bernoulli Alignment: A Generative Model for Multi-Class Multi-Label Multi-Instance Corpora NIPS 2009
Learning from Multiple Partially Observed Views - an Application to Multilingual Text Categorization NIPS 2009
Investigation of Question Classifier in Question Answering EMNLP 2009
Semi-supervised Learning with Weakly-Related Unlabeled Data : Towards Better Text Categorization NIPS 2008
Look Ma, No Hands: Analyzing the Monotonic Feature Abstraction for Text Classification NIPS 2008
DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification NIPS 2008
Learning the Semantic Correlation: An Alternative Way to Gain from Unlabeled Text NIPS 2008
Supervised Topic Models NIPS 2007
Harnessing the Expertise of 70,000 Human Editors: Knowledge-Based Feature Generation for Text Categorization JMLR 2007
Dirichlet-Enhanced Spam Filtering based on Biased Samples NIPS 2006
Cross-Validation Optimization for Large Scale Hierarchical Classification Kernel Methods NIPS 2006
Short Text Authorship Attribution via Sequence Kernels, Markov Chains and Author Unmasking: An Investigation EMNLP 2006
Spam Filtering Using Statistical Data Compression Models JMLR 2006
Dimension Reduction in Text Classification with Support Vector Machines JMLR 2005