Reasoning

Logic Rules as Explanations for Legal Case Retrieval COLING 2024 Look before You Leap: Dual Logical Verification for Knowledge-based Visual Question Generation COLING 2024 MAmmoTH2: Scaling Instructions from the Web NeurIPS 2024 Markov Equivalence and Consistency in Differentiable Structure Learning NeurIPS 2024 Marrying Causal Representation Learning with Dynamical Systems for Science NeurIPS 2024 MDCR: A Dataset for Multi-Document Conditional Reasoning EMNLP 2024 Measuring Goal-Directedness NeurIPS 2024 MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning NeurIPS 2024 MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical Reasoning NeurIPS 2024 Membership Testing in Markov Equivalence Classes via Independence Queries AISTATS 2024 Meta-Cognitive Analysis: Evaluating Declarative and Procedural Knowledge in Datasets and Large Language Models COLING 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 Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models NeurIPS 2024 Mind the Graph When Balancing Data for Fairness or Robustness NeurIPS 2024 MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs AAAI 2024 Model Checking Causality IJCAI 2024 Modeling Knowledge Graphs with Composite Reasoning AAAI 2024 Modelling Commonsense Commonalities with Multi-Facet Concept Embeddings ACL 2024 Modular Learning of Deep Causal Generative Models for High-dimensional Causal Inference ICML 2024 MQuinE: a Cure for “Z-paradox” in Knowledge Graph Embedding EMNLP 2024 Multi-Domain Causal Representation Learning via Weak Distributional Invariances AISTATS 2024 Multi-Granularity Causal Structure Learning AAAI 2024 Multi-language Diversity Benefits Autoformalization NeurIPS 2024