Natural Language Processing

Lexical and Hierarchical Topic Regression NeurIPS 2013 Modeling Musical Influence with Topic Models ICML 2013 Query Induction with Schema-Guided Pruning Strategies JMLR 2013 Ranking Translation Candidates Acquired from Comparable Corpora IJCNLP 2013 Scalable Inference for Logistic-Normal Topic Models NeurIPS 2013 Semantic-Aware Co-indexing for Image Retrieval ICCV 2013 Sparse Additive Text Models with Low Rank Background NeurIPS 2013 Stochastic Ratio Matching of RBMs for Sparse High-Dimensional Inputs NeurIPS 2013 Story-Driven Summarization for Egocentric Video CVPR 2013 Streaming Variational Bayes NeurIPS 2013 Training and Analysing Deep Recurrent Neural Networks NeurIPS 2013 Translating Video Content to Natural Language Descriptions ICCV 2013 A Neural Autoregressive Topic Model NeurIPS 2012 A Spectral Algorithm for Latent Dirichlet Allocation NeurIPS 2012 A Topic Modeling Toolbox Using Belief Propagation JMLR 2012 Cocktail Party Processing via Structured Prediction NeurIPS 2012 Deterministic Annealing for Semi-Supervised Structured Output Learning AISTATS 2012 Factorial LDA: Sparse Multi-Dimensional Text Models NeurIPS 2012 Hope and Fear for Discriminative Training of Statistical Translation Models JMLR 2012 How They Vote: Issue-Adjusted Models of Legislative Behavior NeurIPS 2012 Identifiability and Unmixing of Latent Parse Trees NeurIPS 2012 Joint Modeling of a Matrix with Associated Text via Latent Binary Features NeurIPS 2012 Large-Margin Learning of Submodular Summarization Models EACL 2012 Learned Prioritization for Trading Off Accuracy and Speed NeurIPS 2012 MAP Inference in Chains using Column Generation NeurIPS 2012