Causal Inference

Most Probable Explanation in Probabilistic Answer Set Programming IJCAI 2025 MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering EMNLP 2025 Multi-Domain Causal Discovery in Bijective Causal Models CLeaR 2025 Multilingual Analysis of Narrative Properties in Conspiracist vs Mainstream Telegram Channels ACL 2025 MultiLogicNMR(er): A Benchmark and Neural-Symbolic Framework for Non-monotonic Reasoning with Multiple Extensions EMNLP 2025 Multi-Modal Aerial-Ground Cross-View Place Recognition with Neural ODEs CVPR 2025 Multimodal Causal Reasoning Benchmark: Challenging Multimodal Large Language Models to Discern Causal Links Across Modalities ACL 2025 NarrativeBridge: Enhancing Video Captioning with Causal-Temporal Narrative ICLR 2025 Natural Logic at the Core: Dynamic Rewards for Entailment Tree Generation ACL 2025 Network Causal Effect Estimation In Graphical Models Of Contagion And Latent Confounding CLeaR 2025 Neural Causal Graph for Interpretable and Intervenable Classification ICLR 2025 Neural Reasoning for Sure Through Constructing Explainable Models AAAI 2025 Neural Spacetimes for DAG Representation Learning ICLR 2025 Neuro-Symbolic Natural Language Processing EMNLP 2025 New User Event Prediction Through the Lens of Causal Inference AISTATS 2025 NL-Eye: Abductive NLI For Images ICLR 2025 No Black Boxes: Interpretable and Interactable Predictive Healthcare with Knowledge-Enhanced Agentic Causal Discovery EMNLP 2025 Nondeterministic Causal Models CLeaR 2025 Nonlinear Causal Discovery for Grouped Data UAI 2025 NovPhy: A Physical Reasoning Benchmark for Open-World AI Systems Author Links Open Overlay Panel (Abstract Reprint) IJCAI 2025 Nuance Matters: Probing Epistemic Consistency in Causal Reasoning AAAI 2025 Null Counterfactual Factor Interactions for Goal-Conditioned Reinforcement Learning ICLR 2025 Off-policy Predictive Control with Causal Sensitivity Analysis UAI 2025 Omitted Labels Induce Nontransitive Paradoxes in Causality CLeaR 2025 OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual Reasoning CVPR 2025