Causal Inference

Are You Doing Better Than Random Guessing? A Call for Using Negative Controls When Evaluating Causal Discovery Algorithms UAI 2025 ArgoTweak: Towards Self-Updating HD Maps through Structured Priors ICCV 2025 A Robust Method to Discover Causal or Anticausal Relation ICLR 2025 A Skewness-Based Criterion for Addressing Heteroscedastic Noise in Causal Discovery ICLR 2025 Assessing Large Language Models on Islamic Legal Reasoning: Evidence from Inheritance Law Evaluation EMNLP 2025 A Survey of Multilingual Reasoning in Language Models EMNLP 2025 Asymptotic Inference for Multi-Stage Stationary Treatment Policy with Variable Selection JMLR 2025 A Syntactic Approach to Computing Complete and Sound Abstraction in the Situation Calculus AAAI 2025 A Trusted Lesion-assessment Network for Interpretable Diagnosis of Coronary Artery Disease in Coronary CT Angiography AAAI 2025 A Unified Interpretation of Training-Time Out-of-Distribution Detection ICCV 2025 Automatic debiasing of neural networks via moment-constrained learning CLeaR 2025 Autonomous Evaluation of LLMs for Truth Maintenance and Reasoning Tasks ICLR 2025 A Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering EMNLP 2025 BabyLM’s First Constructions: Causal interventions provide a signal of learning EMNLP 2025 Benchmarking Bangla Causality: A Dataset of Implicit and Explicit Causal Sentences and Cause-Effect Relations IJCNLP 2025 Beyond Flatland: A Geometric Take on Matching Methods for Treatment Effect Estimation CLeaR 2025 Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning EMNLP 2025 Beyond Inherent Cognition Biases in LLM-Based Event Forecasting: A Multi-Cognition Agentic Framework EMNLP 2025 Beyond Patterns: Harnessing Causal Logic for Autonomous Driving Trajectory Prediction IJCAI 2025 Beyond Spurious Signals: Debiasing Multimodal Large Language Models via Counterfactual Inference and Adaptive Expert Routing EMNLP 2025 Beyond Surface Structure: A Causal Assessment of LLMs' Comprehension ability ICLR 2025 Bivariate Causal Discovery with Proxy Variables: Integral Solving and Beyond ICML 2025 Boltzmann-Aligned Inverse Folding Model as a Predictor of Mutational Effects on Protein-Protein Interactions ICLR 2025 Boosting Causal Additive Models JMLR 2025 Boosting Causal Structure Learning: An Asymmetric Exponential Modulation Gaussian-Based Adaptive Sample Reweighting Framework AAAI 2025