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Language Modeling

1624 directly classified papers

Papers per year

Papers

Compositional Morphology for Word Representations and Language Modelling ICML 2014
Training and Analysing Deep Recurrent Neural Networks NIPS 2013
Sparse Additive Text Models with Low Rank Background NIPS 2013
Learning word embeddings efficiently with noise-contrastive estimation NIPS 2013
Distributed Representations of Words and Phrases and their Compositionality NIPS 2013
Learning and using language via recursive pragmatic reasoning about other agents NIPS 2013
A Spectral Algorithm for Latent Dirichlet Allocation NIPS 2012
Monte Carlo Methods for Maximum Margin Supervised Topic Models NIPS 2012
A Neural Autoregressive Topic Model NIPS 2012
Learned Prioritization for Trading Off Accuracy and Speed NIPS 2012
Online Learning for Latent Dirichlet Allocation NIPS 2010
Deterministic Single-Pass Algorithm for LDA NIPS 2010
Improvements to the Sequence Memoizer NIPS 2010
Rethinking LDA: Why Priors Matter NIPS 2009
Replicated Softmax: an Undirected Topic Model NIPS 2009
Correlated Bigram LSA for Unsupervised Language Model Adaptation NIPS 2008
Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation NIPS 2008
Syntactic Topic Models NIPS 2008
A Scalable Hierarchical Distributed Language Model NIPS 2008
Distributed Inference for Latent Dirichlet Allocation NIPS 2007
Supervised Topic Models NIPS 2007
The Infinite Markov Model NIPS 2007
Scalable Discriminative Learning for Natural Language Parsing and Translation NIPS 2006
Concentration Bounds for Unigram Language Models JMLR 2005