Knowledge & Reasoning

Constraint-based causal discovery with tiered background knowledge and latent variables in single or overlapping datasets CLeaR 2025 Contagion Effect Estimation Using Proximal Embeddings CLeaR 2025 Context-Aware Reasoning On Parametric Knowledge for Inferring Causal Variables EMNLP 2025 ConTextual: Improving Clinical Text Summarization in LLMs with Context-preserving Token Filtering and Knowledge Graphs MLHC 2025 Continuous Structure Constraint Integration for Robust Causal Discovery AISTATS 2025 Contractions Based on Optimal Repairs (Extended Abstract) IJCAI 2025 Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry EMNLP 2025 Controlling for discrete unmeasured confounding in nonlinear causal models CLeaR 2025 Cooperation of Experts: Fusing Heterogeneous Information with Large Margin ICML 2025 CoRE: Condition-based Reasoning for Identifying Outcome Variance in Complex Events ACL 2025 Correcting on Graph: Faithful Semantic Parsing over Knowledge Graphs with Large Language Models ACL 2025 CoTMR: Chain-of-Thought Multi-Scale Reasoning for Training-Free Zero-Shot Composed Image Retrieval ICCV 2025 Counterfactual Contrastive Learning with Normalizing Flows for Robust Treatment Effect Estimation ICML 2025 Counterfactual explanability of black-box prediction models CLeaR 2025 Counterfactual Influence in Markov Decision Processes CLeaR 2025 Counterfactual Realizability ICLR 2025 Counterfactual Voting Adjustment for Quality Assessment and Fairer Voting in Online Platforms with Helpfulness Evaluation ICML 2025 Counting and Reasoning with Plans AAAI 2025 Covered Forest: Fine-grained generalization analysis of graph neural networks ICML 2025 CRAFT: Designing Creative and Functional 3D Objects WACV 2025 Creating Hierarchical Relations in a Multilingual Event-type Ontology ACL 2025 Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic ACL 2025 Croppable Knowledge Graph Embedding ACL 2025 Cross-domain Rumor Detection via Test-Time Adaptation and Large Language Models EMNLP 2025 Cross-modal Causal Relation Alignment for Video Question Grounding CVPR 2025