noise contrastive estimation

Self-Normalization Properties of Language Modeling COLING 2018 Unsupervised Feature Learning via Non-Parametric Instance Discrimination CVPR 2018 A Batch Noise Contrastive Estimation Approach for Training Large Vocabulary Language Models Interspeech 2017 An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters EACL 2017 A Simple Language Model based on PMI Matrix Approximations EMNLP 2017 Learning Probabilistic Submodular Diversity Models Via Noise Contrastive Estimation AISTATS 2016 NN-Grams: Unifying Neural Network and n-Gram Language Models for Speech Recognition Interspeech 2016 Distributed Representations of Words and Phrases and their Compositionality NeurIPS 2013 Learning word embeddings efficiently with noise-contrastive estimation NeurIPS 2013 Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural Image Statistics JMLR 2012 Unifying Non-Maximum Likelihood Learning Objectives with Minimum KL Contraction NeurIPS 2011 Noise-contrastive estimation: A new estimation principle for unnormalized statistical models AISTATS 2010