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05/05/2023
Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming
Pre-trained large language models (LMs) struggle to perform logical reas...
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04/10/2023
Scallop: A Language for Neurosymbolic Programming
We present Scallop, a language which combines the benefits of deep learn...
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03/14/2022
Automated Learning for Deformable Medical Image Registration by Jointly Optimizing Network Architectures and Objective Functions
Deformable image registration plays a critical role in various tasks of ...
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10/09/2021
TiKick: Toward Playing Multi-agent Football Full Games from Single-agent Demonstrations
Deep reinforcement learning (DRL) has achieved super-human performance o...
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10/11/2019
GREASE: A Generative Model for Relevance Search over Knowledge Graphs
Relevance search is to find top-ranked entities in a knowledge graph (KG...
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10/12/2018