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05/16/2019
Towards Automatic Generation of Shareable Synthetic Clinical Notes Using Neural Language Models
Large-scale clinical data is invaluable to driving many computational sc...
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06/04/2018
Self-Normalization Properties of Language Modeling
Self-normalizing discriminative models approximate the normalized probab...
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07/17/2017
A Simple Language Model based on PMI Matrix Approximations
In this study, we introduce a new approach for learning language models ...
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09/05/2016
PMI Matrix Approximations with Applications to Neural Language Modeling
The negative sampling (NEG) objective function, used in word2vec, is a s...
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01/05/2016