logical consistency

E-Logic Prompt: Unified Energy-Logic Framework for Continual Visual Question Answering AAAI 2026 HateXScore: A Metric Suite for Evaluating Reasoning Quality in Hate Speech Explanations EACL 2026 LCR-RAG: Enhancing Logical Consistency in Retrieval-Augmented Generation via Neuro-symbolic Reinforcement Learning ACL 2026 Logical Consistency as a Bridge: Improving LLM Hallucination Detection via Label Constraint Modeling between Responses and Self-Judgments ACL 2026 NeSTR: A Neuro-Symbolic Abductive Framework for Temporal Reasoning in Large Language Models AAAI 2026 ChainEdit: Propagating Ripple Effects in LLM Knowledge Editing through Logical Rule-Guided Chains ACL 2025 Content-free Logical Modification of Large Language Model by Disentangling and Modifying Logic Representation AAAI 2025 Empowering LLMs with Logical Reasoning: A Comprehensive Survey IJCAI 2025 Idola Tribus of AI: Large Language Models tend to perceive order where none exists EMNLP 2025 Introducing Verification Task of Set Consistency with Set-Consistency Energy Networks ACL 2025 Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries ACL 2025 Logical Consistency of Large Language Models in Fact-Checking ICLR 2025 Logically Consistent Language Models via Neuro-Symbolic Integration ICLR 2025 LogicNet: A Logical Consistency Embedded Face Attribute Learning Network WACV 2025 Logic-Regularized Verifier Elicits Reasoning from LLMs ACL 2025 Natural Logic at the Core: Dynamic Rewards for Entailment Tree Generation ACL 2025 NLI under the Microscope: What Atomic Hypothesis Decomposition Reveals NAACL 2025 Normative Reasoning in Large Language Models: A Comparative Benchmark from Logical and Modal Perspectives EMNLP 2025 Quantifying Logical Consistency in Transformers via Query-Key Alignment EMNLP 2025 The Impact of Negated Text on Hallucination with Large Language Models EMNLP 2025 PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering ACL 2024 Consistency Analysis of ChatGPT EMNLP 2023 Logical Consistency and Greater Descriptive Power for Facial Hair Attribute Learning CVPR 2023 Logical Implications for Visual Question Answering Consistency CVPR 2023 LogicAttack: Adversarial Attacks for Evaluating Logical Consistency of Natural Language Inference EMNLP 2023