logical reasoning

It is not True that Transformers are Inductive Learners: Probing NLI Models with External Negation EACL 2024 JFLD: A Japanese Benchmark for Deductive Reasoning Based on Formal Logic COLING 2024 Language Model Guided Interpretable Video Action Reasoning CVPR 2024 Language Models can be Deductive Solvers NAACL 2024 LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles COLING 2024 LeanReasoner: Boosting Complex Logical Reasoning with Lean NAACL 2024 Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing EMNLP 2024 “Let’s Argue Both Sides”: Argument Generation Can Force Small Models to Utilize Previously Inaccessible Reasoning Capabilities EMNLP 2024 Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models EMNLP 2024 LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models EMNLP 2024 LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models ACL 2024 LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation NeurIPS 2024 LOGIC-LM++: Multi-Step Refinement for Symbolic Formulations ACL 2024 LR-XFL: Logical Reasoning-Based Explainable Federated Learning AAAI 2024 MedLogic-AQA: Enhancing Medicare Question Answering with Abstractive Models Focusing on Logical Structures EMNLP 2024 Multi-LogiEval: Towards Evaluating Multi-Step Logical Reasoning Ability of Large Language Models EMNLP 2024 Natural Language Satisfiability: Exploring the Problem Distribution and Evaluating Transformer-based Language Models ACL 2024 NeuroSymbolic LLM for Mathematical Reasoning and Software Engineering IJCAI 2024 Out-of-Distribution Detection With Logical Reasoning WACV 2024 PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering ACL 2024 P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains EMNLP 2024 PUZZLES: A Benchmark for Neural Algorithmic Reasoning NeurIPS 2024 Puzzle Solving using Reasoning of Large Language Models: A Survey EMNLP 2024 Reason from Fallacy: Enhancing Large Language Models’ Logical Reasoning through Logical Fallacy Understanding NAACL 2024 Reasoning or a Semblance of it? A Diagnostic Study of Transitive Reasoning in LLMs EMNLP 2024