conftrace_

neuro-symbolic ai

25 papers

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Also known as

NESY

Co-occurring keywords

symbolic reasoning (189) neuro-symbolic reasoning (74) neural network (6616) explainable ai (480) knowledge representation (301) large language model (13587) logical reasoning (310) symbolic knowledge (29) multi-agent system (1819) logical constraint (35)

Papers

A Neuro-Symbolic Framework for Sequence Classification with Relational and Temporal Knowledge IJCAI 2025
Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection (Extended Abstract) IJCAI 2025
Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality COLING 2025
NIM: Neuro-symbolic Ideographic Metalanguage for Inclusive Communication EMNLP 2025
ConstraintLLM: A Neuro-Symbolic Framework for Industrial-Level Constraint Programming EMNLP 2025
Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models IJCAI 2025
Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection AAAI 2025
Neuro-Symbolic Artificial Intelligence: A Task-Directed Survey in the Black-Box Models Era IJCAI 2025
CogTwin: A Hybrid Cognitive Architecture Framework for Adaptable and Cognitive Digital Twins IJCAI 2025
What Do Hebbian Learners Learn? Reduction Axioms for Iterated Hebbian Learning AAAI 2024
From Statistical Relational to Neuro-Symbolic Artificial Intelligence AAAI 2024
A Walsh Hadamard Derived Linear Vector Symbolic Architecture NIPS 2024
LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation NIPS 2024
TMAK-Plus at SIGHAN-2024 dimABSA Task: Multi-Agent Collaboration for Transparent and Rational Sentiment Analysis ACL 2024
A Pseudo-Semantic Loss for Autoregressive Models with Logical Constraints NIPS 2023
Neuro-Symbolic Learning of Answer Set Programs from Raw Data IJCAI 2023
Principled and Efficient Motif Finding for Structure Learning of Lifted Graphical Models AAAI 2023
Soft-Unification in Deep Probabilistic Logic NIPS 2023
Utterance Classification with Logical Neural Network: Explainable AI for Mental Disorder Diagnosis ACL 2023
Targeted Knowledge Infusion To Make Conversational AI Explainable and Safe AAAI 2023
Injecting Logical Constraints into Neural Networks via Straight-Through Estimators ICML 2022
Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules EMNLP 2022
Formalizing Consistency and Coherence of Representation Learning NIPS 2022
From Statistical Relational to Neuro-Symbolic Artificial Intelligence IJCAI 2020
SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver ICML 2019