conftrace_

neuro-symbolic learning

36 papers

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Also known as

NESY NSL

Co-occurring keywords

inductive logic programming (64) knowledge graph (1837) first-order logic (171) logical reasoning (310) neural network (6616) logical constraint (35) symbolic reasoning (189) symbolic knowledge (29) neuro-symbolic reasoning (74) constraint satisfaction (294)

Papers

PYLON: A PyTorch Framework for Learning with Constraints AAAI 2022
Neuro-symbolic entropy regularization UAI 2022
MultiplexNet: Towards Fully Satisfied Logical Constraints in Neural Networks AAAI 2022
Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks AAAI 2022
Neuro-Symbolic Reinforcement Learning with First-Order Logic EMNLP 2021
PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World ACL 2021
Neuro-Symbolic Approaches for Text-Based Policy Learning EMNLP 2021
Fast Abductive Learning by Similarity-based Consistency Optimization NIPS 2021
HetSAGE: Heterogenous Graph Neural Network for Relational Learning (Student Abstract) AAAI 2021
Learning with Holographic Reduced Representations NIPS 2021
Abductive Knowledge Induction from Raw Data IJCAI 2021