Knowledge & Reasoning

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 MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities AAAI 2024 Meta-Cognitive Analysis: Evaluating Declarative and Procedural Knowledge in Datasets and Large Language Models COLING 2024 Meta-Learners for Partially-Identified Treatment Effects Across Multiple Environments ICML 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 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 Minimal Macro-Based Rewritings of Formal Languages: Theory and Applications in Ontology Engineering (and Beyond) AAAI 2024 Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting AAAI 2024 Mixed Geometry Message and Trainable Convolutional Attention Network for Knowledge Graph Completion AAAI 2024 MKeCL: Medical Knowledge-Enhanced Contrastive Learning for Few-shot Disease Diagnosis COLING 2024 MM-ChatAlign: A Novel Multimodal Reasoning Framework based on Large Language Models for Entity Alignment EMNLP 2024 MoCoKGC: Momentum Contrast Entity Encoding for Knowledge Graph Completion EMNLP 2024 Modality-Aware Integration with Large Language Models for Knowledge-Based Visual Question Answering ACL 2024 Model Checking Causality IJCAI 2024 Modeling Knowledge Graphs with Composite Reasoning AAAI 2024 Modelling and Linking an Old Latin-Portuguese Dictionary to the LiLa Knowledge Base COLING 2024 Modelling Commonsense Commonalities with Multi-Facet Concept Embeddings ACL 2024