conftrace_

neuro-symbolic reasoning

113 papers

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Also known as

NESY

Co-occurring keywords · papers mentioning both

large language model (23) vision-language model (9) first-order logic (9) neuro-symbolic ai (8) knowledge graph (8) visual question answering (8) symbolic reasoning (8) question answering (7) logical reasoning (7) neural network (6)

Papers

COCO-Tree: Compositional Hierarchical Concept Trees for Enhanced Reasoning in Vision-Language Models EMNLP 2025 Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection AAAI 2025 Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection (Extended Abstract) IJCAI 2025 Enhancing SQL Query Generation with Neurosymbolic Reasoning AAAI 2025 FLARE: Faithful Logic-Aided Reasoning and Exploration EMNLP 2025 Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents EMNLP 2025 Improving Rule-based Reasoning in LLMs using Neurosymbolic Representations EMNLP 2025 Just KIDDIN’ : Knowledge Infusion and Distillation for Detection of INdecent Memes ACL 2025 Large Language Models are Interpretable Learners ICLR 2025 Logically Consistent Language Models via Neuro-Symbolic Integration ICLR 2025 MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents AAAI 2025 Metagent-P: A Neuro-Symbolic Planning Agent with Metacognition for Open Worlds ACL 2025 NAVER: A Neuro-Symbolic Compositional Automaton for Visual Grounding with Explicit Logic Reasoning ICCV 2025 NeSyC: A Neuro-symbolic Continual Learner For Complex Embodied Tasks In Open Domains ICLR 2025 Neuro-Symbolic Artificial Intelligence: A Task-Directed Survey in the Black-Box Models Era IJCAI 2025 Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs NAACL 2025 Neuro-Symbolic Natural Language Processing EMNLP 2025 Neuro-symbolic Training for Reasoning over Spatial Language NAACL 2025 PEIRCE: Unifying Material and Formal Reasoning via LLM-Driven Neuro-Symbolic Refinement ACL 2025 Relational Neurosymbolic Markov Models AAAI 2025 SQUiD: Synthesizing Relational Databases from Unstructured Text EMNLP 2025 TreeSearch at SemEval-2025 Task 8: Monte Carlo Tree Search for Question-Answering over Tabular Data SemEval 2025 TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues ACL 2025 Zero-Shot Conditioning of Score-Based Diffusion Models by Neuro-Symbolic Constraints AAAI 2025 A Neuro-Symbolic Approach to Monitoring Salt Content in Food COLING 2024