deductive reasoning

HCMUSDroneBoys at SemEval-2026 Task 11: Asymmetric Counterfactual Debiasing and Rank-Sensitive Logical Invariance Adaptation for Syllogistic Reasoning SemEval 2026 lakshadvani at SemEval-2026 Task 11: A Neuro-Symbolic Approach to Content-Independent Syllogistic Reasoning SemEval 2026 Assessing the Reasoning Capabilities of LLMs in the context of Evidence-based Claim Verification ACL 2025 Audio Entailment: Assessing Deductive Reasoning for Audio Understanding AAAI 2025 Def-DTS: Deductive Reasoning for Open-domain Dialogue Topic Segmentation ACL 2025 Empowering LLMs with Logical Reasoning: A Comprehensive Survey IJCAI 2025 Evaluating Generalization Capability of Language Models across Abductive, Deductive and Inductive Logical Reasoning COLING 2025 Exploring Deductive and Inductive Reasoning Capabilities of Large Language Models in Procedural Planning EMNLP 2025 Forest for the Trees: Overarching Prompting Evokes High-Level Reasoning in Large Language Models NAACL 2025 GameArena: Evaluating LLM Reasoning through Live Computer Games ICLR 2025 IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction ACL 2025 Improving Data Annotation for Low-Resource Relation Extraction with Logical Rule-Augmented Collaborative Language Models NAACL 2025 InductionBench: LLMs Fail in the Simplest Complexity Class ACL 2025 J&H: Evaluating the Robustness of Large Language Models Under Knowledge-Injection Attacks in Legal Domain AAAI 2025 Logical Reasoning with Outcome Reward Models for Test-Time Scaling EMNLP 2025 LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning EMNLP 2025 MIRAGE: Evaluating and Explaining Inductive Reasoning Process in Language Models ICLR 2025 Reasoning Elicitation in Language Models via Counterfactual Feedback ICLR 2025 SR-FoT: A Syllogistic-Reasoning Framework of Thought for Large Language Models Tackling Knowledge-based Reasoning Tasks AAAI 2025 Theorem-of-Thought: A Multi-Agent Framework for Abductive, Deductive, and Inductive Reasoning in Language Models ACL 2025 The Role of Deductive and Inductive Reasoning in Large Language Models ACL 2025 TurnaboutLLM: A Deductive Reasoning Benchmark from Detective Games EMNLP 2025 Verifying the Steps of Deductive Reasoning Chains ACL 2025 Abstract-level Deductive Reasoning for Pre-trained Language Models COLING 2024 Causal Discovery with Deductive Reasoning: One Less Problem UAI 2024