Resources & Methods

Distributed Representations of Words and Phrases and their Compositionality NeurIPS 2013 Documents as multiple overlapping windows into grids of counts NeurIPS 2013 Domain Adaptation for Sequence Labeling Tasks with a Probabilistic Language Adaptation Model ICML 2013 Learning word embeddings efficiently with noise-contrastive estimation NeurIPS 2013 Lexical and Hierarchical Topic Regression NeurIPS 2013 Modeling Musical Influence with Topic Models ICML 2013 Ranking Translation Candidates Acquired from Comparable Corpora IJCNLP 2013 Scalable Inference for Logistic-Normal Topic Models NeurIPS 2013 Sparse Additive Text Models with Low Rank Background NeurIPS 2013 Factorial LDA: Sparse Multi-Dimensional Text Models NeurIPS 2012 Joint Modeling of a Matrix with Associated Text via Latent Binary Features NeurIPS 2012 Symmetric Correspondence Topic Models for Multilingual Text Analysis NeurIPS 2012 Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes NeurIPS 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 Improving Bilingual Projections via Sparse Covariance Matrices EMNLP 2011 Introduction to the Special Topic on Grammar Induction, Representation of Language and Language Learning JMLR 2011 Multi-View Learning of Word Embeddings via CCA NeurIPS 2011 Joint Analysis of Time-Evolving Binary Matrices and Associated Documents NeurIPS 2010 Learning Word-Class Lattices for Definition and Hypernym Extraction ACL 2010 Online Learning for Latent Dirichlet Allocation NeurIPS 2010 SemEval-2 Task 15: Infrequent Sense Identification for Mandarin Text to Speech Systems SemEval 2010 Word Features for Latent Dirichlet Allocation NeurIPS 2010 Decoupling Sparsity and Smoothness in the Discrete Hierarchical Dirichlet Process NeurIPS 2009