Knowledge & Reasoning

Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models ACL 2025 R2DQG: A Quality Meets Diversity Framework for Question Generation over Knowledge Bases IJCAI 2025 Rank, Chunk and Expand: Lineage-Oriented Reasoning for Taxonomy Expansion ACL 2025 RATE: Causal Explainability of Reward Models with Imperfect Counterfactuals ICML 2025 Reaction Graph: Towards Reaction-Level Modeling for Chemical Reactions with 3D Structures ICML 2025 Reasoning About Actual Causes in Nondeterministic Domains AAAI 2025 Reasoning Circuits in Language Models: A Mechanistic Interpretation of Syllogistic Inference ACL 2025 Recovery of Causal Graph Involving Latent Variables via Homologous Surrogates ICLR 2025 Recursive Aggregates as Intensional Functions in Answer Set Programming: Semantics and Strong Equivalence AAAI 2025 Recursive Causal Discovery JMLR 2025 Refining Noisy Knowledge Graph with Large Language Models COLING 2025 REGULAR: A Framework for Relation-Guided Multi-Span Question Generation IJCNLP 2025 Relational Causal Discovery with Latent Confounders UAI 2025 Relational Neurosymbolic Markov Models AAAI 2025 Reliable and Cost-Effective Exploratory Data Analysis via Graph-Guided RAG EMNLP 2025 Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion AAAI 2025 Representation Learning Based Predicate Invention on Knowledge Graphs AAAI 2025 Representation Shattering in Transformers: A Synthetic Study with Knowledge Editing ICML 2025 Re-ranking Reasoning Context with Tree Search Makes Large Vision-Language Models Stronger ICML 2025 Resolution-Alignment-Completion of Tabular Electronic Health Records via Meta-Path Generative Sampling ACL 2025 Responsibility Anticipation and Attribution in LTLf IJCAI 2025 Rethink GraphODE Generalization within Coupled Dynamical System ICML 2025 Rethinking Smoothness for Fast and Adaptable Entity Alignment Decoding NAACL 2025 Rethinking the Bias of Foundation Model under Long-tailed Distribution ICML 2025 RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation EMNLP 2025