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Language Modeling

2,579 papers

Papers per year

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Papers

Unsupervised Adaptation of Recurrent Neural Network Language Models INTERSPEECH 2016
Multi-Language Neural Network Language Models INTERSPEECH 2016
TheanoLM — An Extensible Toolkit for Neural Network Language Modeling INTERSPEECH 2016
Compositional Neural Network Language Models for Agglutinative Languages INTERSPEECH 2016
LSTM, GRU, Highway and a Bit of Attention: An Empirical Overview for Language Modeling in Speech Recognition INTERSPEECH 2016
Semi-supervised Sequence Learning NIPS 2015
Skip-Thought Vectors NIPS 2015
Guiding the Long-Short Term Memory Model for Image Caption Generation ICCV 2015
A Fast Variational Approach for Learning Markov Random Field Language Models ICML 2015
Modeling Order in Neural Word Embeddings at Scale ICML 2015
Dynamic Rank Factor Model for Text Streams NIPS 2014
An Autoencoder Approach to Learning Bilingual Word Representations NIPS 2014
Dual online inference for latent Dirichlet allocation ACML 2014
PCFG Induction for Unsupervised Parsing and Language Modelling EMNLP 2014
Distributed Representations of Sentences and Documents ICML 2014
Compositional Morphology for Word Representations and Language Modelling ICML 2014
Learning and using language via recursive pragmatic reasoning about other agents NIPS 2013
Training and Analysing Deep Recurrent Neural Networks NIPS 2013
Sparse Additive Text Models with Low Rank Background NIPS 2013
Distributed Representations of Words and Phrases and their Compositionality NIPS 2013
Learning word embeddings efficiently with noise-contrastive estimation NIPS 2013
A recursive estimate for the predictive likelihood in a topic model AISTATS 2013
A Spectral Algorithm for Latent Dirichlet Allocation NIPS 2012
Identifiability and Unmixing of Latent Parse Trees NIPS 2012
Symmetric Correspondence Topic Models for Multilingual Text Analysis NIPS 2012