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Language Modeling

1624 directly classified papers

Papers per year

Papers

Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling ACL 2017
Neural Semantic Encoders EACL 2017
Topical Coherence in LDA-based Models through Induced Segmentation ACL 2017
Language Modeling with Gated Convolutional Networks ICML 2017
Character-Word LSTM Language Models EACL 2017
Contextual Bidirectional Long Short-Term Memory Recurrent Neural Network Language Models: A Generative Approach to Sentiment Analysis EACL 2017
An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters EACL 2017
Using the Output Embedding to Improve Language Models EACL 2017
Language Modeling with Recurrent Highway Hypernetworks NIPS 2017
Nested LSTMs ACML 2017
Fast-Slow Recurrent Neural Networks NIPS 2017
SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks NIPS 2017
Topically Driven Neural Language Model ACL 2017
Should Neural Network Architecture Reflect Linguistic Structure? CONLL 2017
Comparing Character-level Neural Language Models Using a Lexical Decision Task EACL 2017
Cross-Lingual Word Embeddings for Low-Resource Language Modeling EACL 2017
A Simple Language Model based on PMI Matrix Approximations EMNLP 2017
Input-to-Output Gate to Improve RNN Language Models IJCNLP 2017
Compressed Nonparametric Language Modelling IJCAI 2017
Use of Global and Acoustic Features Associated with Contextual Factors to Adapt Language Models for Spontaneous Speech Recognition INTERSPEECH 2017
Attentive Language Models IJCNLP 2017
The power of absolute discounting: all-dimensional distribution estimation NIPS 2017
Towards Better Decoding and Language Model Integration in Sequence to Sequence Models INTERSPEECH 2017
Efficient softmax approximation for GPUs ICML 2017
Gram-CTC: Automatic Unit Selection and Target Decomposition for Sequence Labelling ICML 2017