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05/01/2023
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation
Many recent advances in natural language generation have been fueled by ...
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05/02/2022
Quality-Aware Decoding for Neural Machine Translation
Despite the progress in machine translation quality estimation and evalu...
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08/05/2021
Sparse Communication via Mixed Distributions
Neural networks and other machine learning models compute continuous rep...
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08/04/2021
Sparse Continuous Distributions and Fenchel-Young Losses
Exponential families are widely used in machine learning; they include m...
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04/07/2021
Multimodal Continuous Visual Attention Mechanisms
Visual attention mechanisms are a key component of neural network models...
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06/12/2020