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12/10/2021
Sampling from Discrete Energy-Based Models with Quality/Efficiency Trade-offs
Energy-Based Models (EBMs) allow for extremely flexible specifications o...
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08/10/2021
Sampling-Based Minimum Bayes Risk Decoding for Neural Machine Translation
In neural machine translation (NMT), we search for the mode of the model...
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05/20/2020
Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation
Recent studies have revealed a number of pathologies of neural machine t...
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12/12/2018
Online Learning to Rank with List-level Feedback for Image Filtering
Online learning to rank (OLTR) via implicit feedback has been extensivel...
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07/27/2018