Causal Inference

IDRISI-RA: The First Arabic Location Mention Recognition Dataset of Disaster Tweets ACL 2023 IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions EMNLP 2023 Image-based Treatment Effect Heterogeneity CLeaR 2023 Implicit Temporal Reasoning for Evidence-Based Fact-Checking EACL 2023 Improved multi-site Parkinson’s disease classification using neuroimaging data with counterfactual inference MIDL 2023 Improvement-Focused Causal Recourse (ICR) AAAI 2023 Improving Fair Training under Correlation Shifts ICML 2023 Incorporating Factuality Inference to Identify Document-level Event Factuality ACL 2023 Inducing Character-level Structure in Subword-based Language Models with Type-level Interchange Intervention Training ACL 2023 Inductive Relation Inference of Knowledge Graph Enhanced by Ontology Information EMNLP 2023 Inference for a Large Directed Acyclic Graph with Unspecified Interventions JMLR 2023 Inference on Strongly Identified Functionals of Weakly Identified Functions COLT 2023 Inferring Private Valuations from Behavioral Data in Bilateral Sequential Bargaining IJCAI 2023 Inferring Relational Potentials in Interacting Systems ICML 2023 Information-Theoretic Causal Discovery and Intervention Detection over Multiple Environments AAAI 2023 In Search of Insights, Not Magic Bullets: Towards Demystification of the Model Selection Dilemma in Heterogeneous Treatment Effect Estimation ICML 2023 Instrumental Processes Using Integrated Covariances CLeaR 2023 Instrumental Variable Estimation of Average Partial Causal Effects ICML 2023 Interaction-Based Disentanglement of Entities for Object-Centric World Models ICLR 2023 Interpretability at Scale: Identifying Causal Mechanisms in Alpaca NeurIPS 2023 Interpretable (not just posthoc-explainable) heterogeneous survivors bias-corrected treatment effects for assignment of postdischarge interventions to prevent readmissions MLHC 2023 Interpretable Reward Redistribution in Reinforcement Learning: A Causal Approach NeurIPS 2023 Interventional Causal Representation Learning ICML 2023 Interventional Rationalization EMNLP 2023 Intra- and Inter-Cellular Awareness for 3D Neuron Tracking and Segmentation in Large-Scale Connectomics MIDL 2023