Knowledge & Reasoning

The Price of Valid Inference After Causal Discovery UAI 2026 The relative value of interventional and observational samples in Bayesian Causal Linear Gaussian Models UAI 2026 Thiyaga6851 at SemEval-2026 Task 11: Disentangling Content and Formal Reasoning in Large Language Models using Neuro-Symbolic Mapping SemEval 2026 Towards Faithful Industrial RAG: A Reinforced Co-adaptation Framework for Advertising QA ACL 2026 Tractable Weighted First-Order Model Counting with Bounded Treewidth Binary Evidence AAAI 2026 uir-cis at SemEval-2026 Task 12: Mitigating Prior-Induced Hallucinations in Retrieval-Augmented Reasoning via Precision-Oriented Decoding SemEval 2026 Variance Estimation and Selecting Good Estimands for Causal Effect Queries UAI 2026 Verifying Nonlinear Neural Feedback Systems using Polyhedral Enclosures L4DC 2026 VKG-QA: Visual Knowledge Graph-based Question Answer for Large Multimodal Models CVPR 2026 yasaminal at Semeval2026: Constraint-Aware Humor Generation with Knowledge Graph Guidance SemEval 2026 YNU-NLP at SemEval-2026 Task 11: A Neuro-Symbolic Approach with Reflexion Mechanism Disentangling Content and Formal Reasoning in Language Models SemEval 2026 S^2FGL: Spatial Spectral Federated Graph Learning ICML 2025 $σ$-Maximal Ancestral Graphs UAI 2025 A Bayesian Approach to Inferring Prerequisite Structures and Topic Difficulty in Language Learning ACL 2025 Abstraction-Based Control of Unknown Continuous-Space Models with Just Two Trajectories L4DC 2025 Abstraction Heuristics for Classical Planning Tasks with Conditional Effects IJCAI 2025 A Causal World Model Underlying Next Token Prediction: Exploring GPT in a Controlled Environment ICML 2025 Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025 Accurate Link Prediction for Edge-Incomplete Graphs via PU Learning AAAI 2025 A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks ICML 2025 A Computationally Grounded Framework for Cognitive Attitudes AAAI 2025 A Conditional Independence Test in the Presence of Discretization ICLR 2025 Acquisition and Application of Novel Knowledge in Large Language Models ACL 2025 Actual Causation and Nondeterministic Causal Models CLeaR 2025 Adapting Precomputed Features for Efficient Graph Condensation ICML 2025