conftrace_

noise contrastive estimation

36 papers

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Also known as

NCE

Co-occurring keywords

contrastive learning (4032) representation learning (6206) energy-based model (251) language modeling (660) neural language model (255) language model (4599) importance sampling (318) negative sampling (196) generative model (2892) word embedding (1764)

Papers

Estimation of Non-Normalized Mixture Models AISTATS 2019
Candidates vs. Noises Estimation for Large Multi-Class Classification Problem ICML 2018
Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency EMNLP 2018
Self-Normalization Properties of Language Modeling COLING 2018
Adversarial Contrastive Estimation ACL 2018
Efficient Language Model Adaptation with Noise Contrastive Estimation and Kullback-Leibler Regularization INTERSPEECH 2018
A Batch Noise Contrastive Estimation Approach for Training Large Vocabulary Language Models INTERSPEECH 2017
A Simple Language Model based on PMI Matrix Approximations EMNLP 2017
An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters EACL 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