Natural Language Processing

Monte Carlo Methods for Maximum Margin Supervised Topic Models NeurIPS 2012 More Is Better: Large Scale Partially-supervised Sentiment Classification ACML 2012 Online L1-Dictionary Learning with Application to Novel Document Detection NeurIPS 2012 Pattern for Python JMLR 2012 *SEM 2012 Shared Task: Resolving the Scope and Focus of Negation SemEval 2012 Symmetric Correspondence Topic Models for Multilingual Text Analysis NeurIPS 2012 Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs NeurIPS 2012 Topic-Partitioned Multinetwork Embeddings NeurIPS 2012 Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes NeurIPS 2012 Unified Extraction of Health Condition Descriptions NAACL 2012 A Cross-lingual Annotation Projection-based Self-supervision Approach for Open Information Extraction IJCNLP 2011 Bridging the Language Gap: Topic Adaptation for Documents with Different Technicality AISTATS 2011 Complexity of Inference in Latent Dirichlet Allocation NeurIPS 2011 Deep Learning for Efficient Discriminative Parsing AISTATS 2011 Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection NeurIPS 2011 Exploitation of Machine Learning Techniques in Modelling Phrase Movements for Machine Translation JMLR 2011 Hierarchically Supervised Latent Dirichlet Allocation NeurIPS 2011 Hierarchical Topic Modeling for Analysis of Time-Evolving Personal Choices NeurIPS 2011 Im2Text: Describing Images Using 1 Million Captioned Photographs NeurIPS 2011 Improving Bilingual Projections via Sparse Covariance Matrices EMNLP 2011 Improving Topic Coherence with Regularized Topic Models NeurIPS 2011 Introduction to the Special Topic on Grammar Induction, Representation of Language and Language Learning JMLR 2011 Inverting Grice's Maxims to Learn Rules from Natural Language Extractions NeurIPS 2011 Large-Scale Sparse Principal Component Analysis with Application to Text Data NeurIPS 2011 Learning Rules from Incomplete Examples via Implicit Mention Models ACML 2011