Reasoning

MasonTigers at SemEval-2024 Task 9: Solving Puzzles with an Ensemble of Chain-of-Thought Prompts SemEval 2024 Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models AAAI 2024 MathScale: Scaling Instruction Tuning for Mathematical Reasoning ICML 2024 mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models ACL 2024 MDCR: A Dataset for Multi-Document Conditional Reasoning EMNLP 2024 Measuring Goal-Directedness NeurIPS 2024 Measuring the Inconsistency of Large Language Models in Preferential Ranking ACL 2024 MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning NeurIPS 2024 MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning ACL 2024 MedCoT: Medical Chain of Thought via Hierarchical Expert EMNLP 2024 MEEL: Multi-Modal Event Evolution Learning ACL 2024 Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs NeurIPS 2024 MetaCARD: Meta-Reinforcement Learning with Task Uncertainty Feedback via Decoupled Context-Aware Reward and Dynamics Components AAAI 2024 Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving NeurIPS 2024 Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models ACL 2024 Microstructures and Accuracy of Graph Recall by Large Language Models NeurIPS 2024 MIDGARD: Self-Consistency Using Minimum Description Length for Structured Commonsense Reasoning ACL 2024 Mimicking Behaviors in Separated Domains (Abstract Reprint) AAAI 2024 MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models ACL 2024 Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models NeurIPS 2024 MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning COLING 2024 Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning ACL 2024 Missci: Reconstructing Fallacies in Misrepresented Science ACL 2024 Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting AAAI 2024 Mitigating Misleading Chain-of-Thought Reasoning with Selective Filtering COLING 2024