Natural Language Processing

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 Speakers optimize information density through syntactic reduction NeurIPS 2006 Word Domain Disambiguation via Word Sense Disambiguation NAACL 2006 Concentration Bounds for Unigram Language Models JMLR 2005 Demonstrating an Interactive Semantic Role Labeling System EMNLP 2005 Dimension Reduction in Text Classification with Support Vector Machines JMLR 2005 Efficient Computation of Gapped Substring Kernels on Large Alphabets JMLR 2005 Parsing the Penn Chinese Treebank with Semantic Knowledge IJCNLP 2005 Supervised and Unsupervised Learning for Sentence Compression ACL 2005 Condition of Projectivity in the Underlying Dependency Structures COLING 2004 New Techniques for Disambiguation in Natural Language and Their Application to Biological Text JMLR 2004 RCV1: A New Benchmark Collection for Text Categorization Research JMLR 2004 A Divisive Information-Theoretic Feature Clustering Algorithm for Text Classification JMLR 2003 A General Framework for Distributional Similarity EMNLP 2003 An Extensive Empirical Study of Feature Selection Metrics for Text Classification JMLR 2003 Distributional Word Clusters vs. Words for Text Categorization JMLR 2003 Inducing Grammars from Sparse Data Sets: A Survey of Algorithms and Results JMLR 2003 Kernel Methods for Relation Extraction JMLR 2003 Latent Dirichlet Allocation JMLR 2003 Learning Non-Isomorphic Tree Mappings for Machine Translation ACL 2003 Learning Semantic Lexicons from a Part-of-Speech and Semantically Tagged Corpus Using Inductive Logic Programming JMLR 2003 Evaluating Translational Correspondence using Annotation Projection ACL 2002 Information Extraction from Voicemail Transcripts EMNLP 2002 Introduction to Special Issue on Machine Learning Approaches to Shallow Parsing JMLR 2002