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Text Classification

6754 directly classified papers

Papers per year

Papers

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
A Comparison of Features for Automatic Readability Assessment COLING 2010
Deterministic Single-Pass Algorithm for LDA NIPS 2010
Word Features for Latent Dirichlet Allocation NIPS 2010
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
Modeling Social Annotation Data with Content Relevance using a Topic Model 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
Learning the Semantic Correlation: An Alternative Way to Gain from Unlabeled Text NIPS 2008
DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification NIPS 2008
Supervised Topic Models NIPS 2007
Harnessing the Expertise of 70,000 Human Editors: Knowledge-Based Feature Generation for Text Categorization JMLR 2007
Short Text Authorship Attribution via Sequence Kernels, Markov Chains and Author Unmasking: An Investigation EMNLP 2006
Dirichlet-Enhanced Spam Filtering based on Biased Samples NIPS 2006
Spam Filtering Using Statistical Data Compression Models JMLR 2006
Cross-Validation Optimization for Large Scale Hierarchical Classification Kernel Methods NIPS 2006
Dimension Reduction in Text Classification with Support Vector Machines JMLR 2005
Efficient Computation of Gapped Substring Kernels on Large Alphabets JMLR 2005
RCV1: A New Benchmark Collection for Text Categorization Research JMLR 2004
An Extensive Empirical Study of Feature Selection Metrics for Text Classification JMLR 2003
Distributional Word Clusters vs. Words for Text Categorization JMLR 2003