Reasoning

Large Language Models Are Neurosymbolic Reasoners AAAI 2024 Large Language Models Are Not Strong Abstract Reasoners IJCAI 2024 Large Language Models Can Learn Temporal Reasoning ACL 2024 Large Language Models Can Self-Correct with Key Condition Verification EMNLP 2024 LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles COLING 2024 Laying the Foundations for Solving FOND HTN Problems: Grounding, Search, Heuristics (and Benchmark Problems) IJCAI 2024 Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning EMNLP 2024 Learning Action and Reasoning-Centric Image Editing from Videos and Simulation NeurIPS 2024 Learning Better Representations From Less Data For Propositional Satisfiability NeurIPS 2024 Learning Diffusion Priors from Observations by Expectation Maximization NeurIPS 2024 Learning Diffusions under Uncertainty AAAI 2024 Learning Formal Mathematics From Intrinsic Motivation NeurIPS 2024 Learning GAI-Decomposable Utility Models for Multiattribute Decision Making AAAI 2024 Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning IJCAI 2024 Learning Neuro-Symbolic Abstractions for Robot Planning and Learning AAAI 2024 Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing EMNLP 2024 Learning Semantic Structure through First-Order-Logic Translation EMNLP 2024 Learning Successor Features the Simple Way NeurIPS 2024 Learning the Topology and Behavior of Discrete Dynamical Systems AAAI 2024 Learning to Correct for QA Reasoning with Black-box LLMs EMNLP 2024 Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process IJCAI 2024 Learning to Use Tools via Cooperative and Interactive Agents EMNLP 2024 LeDex: Training LLMs to Better Self-Debug and Explain Code NeurIPS 2024 Let Me Speak Freely? A Study On The Impact Of Format Restrictions On Large Language Model Performance. EMNLP 2024 Leveraging Environment Interaction for Automated PDDL Translation and Planning with Large Language Models NeurIPS 2024