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Language Modeling

1624 directly classified papers

Papers per year

Papers

Syllable-aware Neural Language Models: A Failure to Beat Character-aware Ones EMNLP 2017
Unsupervised Adaptation of Recurrent Neural Network Language Models INTERSPEECH 2016
Multi-Language Neural Network Language Models INTERSPEECH 2016
LSTM, GRU, Highway and a Bit of Attention: An Empirical Overview for Language Modeling in Speech Recognition INTERSPEECH 2016
Context-aware Natural Language Generation for Spoken Dialogue Systems COLING 2016
Fast Gated Neural Domain Adaptation: Language Model as a Case Study COLING 2016
Splitting compounds with ngrams COLING 2016
Learning to Distill: The Essence Vector Modeling Framework COLING 2016
Bayesian Language Model based on Mixture of Segmental Contexts for Spontaneous Utterances with Unexpected Words COLING 2016
Reward Augmented Maximum Likelihood for Neural Structured Prediction NIPS 2016
Colloquialising Modern Standard Arabic Text for Improved Speech Recognition INTERSPEECH 2016
Learning N-Gram Language Models from Uncertain Data INTERSPEECH 2016
TheanoLM — An Extensible Toolkit for Neural Network Language Modeling INTERSPEECH 2016
Compositional Neural Network Language Models for Agglutinative Languages INTERSPEECH 2016
LightRNN: Memory and Computation-Efficient Recurrent Neural Networks NIPS 2016
Succinct Data Structures for NLP-at-Scale COLING 2016
Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling COLING 2016
Predictive Incremental Parsing Helps Language Modeling COLING 2016
A Fast Variational Approach for Learning Markov Random Field Language Models ICML 2015
Modeling Order in Neural Word Embeddings at Scale ICML 2015
Guiding the Long-Short Term Memory Model for Image Caption Generation ICCV 2015
Semi-supervised Sequence Learning NIPS 2015
Distributed Representations of Sentences and Documents ICML 2014
Dual online inference for latent Dirichlet allocation ACML 2014
PCFG Induction for Unsupervised Parsing and Language Modelling EMNLP 2014