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05/14/2022
PrefixRL: Optimization of Parallel Prefix Circuits using Deep Reinforcement Learning
In this work, we present a reinforcement learning (RL) based approach to...
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01/02/2021
End-to-End Training of Neural Retrievers for Open-Domain Question Answering
Recent work on training neural retrievers for open-domain question answe...
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12/27/2019
Synthetic Datasets for Neural Program Synthesis
The goal of program synthesis is to automatically generate programs in a...
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05/25/2019
Adversarial Policies: Attacking Deep Reinforcement Learning
Deep reinforcement learning (RL) policies are known to be vulnerable to ...
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12/04/2018
Practical Text Classification With Large Pre-Trained Language Models
Multi-emotion sentiment classification is a natural language processing ...
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02/07/2018