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language modeling

655 papers

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Also known as

NLM LM

Co-occurring keywords

language model (4573) text generation (2903) recurrent neural network (1790) large language model (12755) neural network (6616) transformer architecture (1555) representation learning (6174) attention mechanism (3975) machine translation (2472) automatic speech recognition (1764)

Papers

Data-Driven Broad-Coverage Grammars for Opinionated Natural Language Generation (ONLG) ACL 2017
Language Modeling with Recurrent Highway Hypernetworks NIPS 2017
An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters EACL 2017
Z-Forcing: Training Stochastic Recurrent Networks NIPS 2017
Fast-Slow Recurrent Neural Networks NIPS 2017
Preventing Gradient Explosions in Gated Recurrent Units NIPS 2017
Broad Context Language Modeling as Reading Comprehension EACL 2017
The Meaning Factory at SemEval-2017 Task 9: Producing AMRs with Neural Semantic Parsing SEMEVAL 2017
Professor Forcing: A New Algorithm for Training Recurrent Networks NIPS 2016
Succinct Data Structures for NLP-at-Scale COLING 2016
Predictive Incremental Parsing Helps Language Modeling COLING 2016
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes NIPS 2016
LightRNN: Memory and Computation-Efficient Recurrent Neural Networks NIPS 2016
Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling COLING 2016
The IBM 2016 English Conversational Telephone Speech Recognition System INTERSPEECH 2016
Language Identification Based on Generative Modeling of Posteriorgram Sequences Extracted from Frame-by-Frame DNNs and LSTM-RNNs INTERSPEECH 2016
Computational Approaches to Linguistic Code Switching INTERSPEECH 2016
Gated Feedback Recurrent Neural Networks ICML 2015
End-To-End Memory Networks NIPS 2015
Semi-supervised Sequence Learning NIPS 2015
Sequence to Sequence Learning with Neural Networks NIPS 2014
Training and Analysing Deep Recurrent Neural Networks NIPS 2013
Learning word embeddings efficiently with noise-contrastive estimation NIPS 2013
A Neural Autoregressive Topic Model NIPS 2012
Improvements to the Sequence Memoizer NIPS 2010