Language Modeling

Compositional Morphology for Word Representations and Language Modelling ICML 2014 Distributed Representations of Sentences and Documents ICML 2014 Dual online inference for latent Dirichlet allocation ACML 2014 Dynamic Rank Factor Model for Text Streams NeurIPS 2014 PCFG Induction for Unsupervised Parsing and Language Modelling EMNLP 2014 A recursive estimate for the predictive likelihood in a topic model AISTATS 2013 Distributed Representations of Words and Phrases and their Compositionality NeurIPS 2013 Learning and using language via recursive pragmatic reasoning about other agents NeurIPS 2013 Learning word embeddings efficiently with noise-contrastive estimation NeurIPS 2013 Sparse Additive Text Models with Low Rank Background NeurIPS 2013 Training and Analysing Deep Recurrent Neural Networks NeurIPS 2013 A Neural Autoregressive Topic Model NeurIPS 2012 A Spectral Algorithm for Latent Dirichlet Allocation NeurIPS 2012 Factorial LDA: Sparse Multi-Dimensional Text Models NeurIPS 2012 Identifiability and Unmixing of Latent Parse Trees NeurIPS 2012 Learned Prioritization for Trading Off Accuracy and Speed NeurIPS 2012 Monte Carlo Methods for Maximum Margin Supervised Topic Models NeurIPS 2012 Symmetric Correspondence Topic Models for Multilingual Text Analysis NeurIPS 2012 Bridging the Language Gap: Topic Adaptation for Documents with Different Technicality AISTATS 2011 Deterministic Single-Pass Algorithm for LDA NeurIPS 2010 Improvements to the Sequence Memoizer NeurIPS 2010 Online Learning for Latent Dirichlet Allocation NeurIPS 2010 Reading Tea Leaves: How Humans Interpret Topic Models NeurIPS 2009 Replicated Softmax: an Undirected Topic Model NeurIPS 2009 Rethinking LDA: Why Priors Matter NeurIPS 2009