Causal Inference

Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints NeurIPS 2023 Conformal Meta-learners for Predictive Inference of Individual Treatment Effects NeurIPS 2023 Context De-Confounded Emotion Recognition CVPR 2023 Counterfactually Comparing Abstaining Classifiers NeurIPS 2023 CoVariance-based Causal Debiasing for Entity and Relation Extraction EMNLP 2023 Covariate balancing using the integral probability metric for causal inference ICML 2023 Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression CVPR 2023 Detecting hidden confounding in observational data using multiple environments NeurIPS 2023 Difference-in-Differences Meets Tree-based Methods: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding ICML 2023 Discourse Information for Document-Level Temporal Dependency Parsing ACL 2023 Disentangled Representation for Causal Mediation Analysis AAAI 2023 Does the Correctness of Factual Knowledge Matter for Factual Knowledge-Enhanced Pre-trained Language Models? EMNLP 2023 DRCFS: Doubly Robust Causal Feature Selection ICML 2023 Efficient Enumeration of Markov Equivalent DAGs AAAI 2023 Efficient SAGE Estimation via Causal Structure Learning AISTATS 2023 Enhancing Event Causality Identification with Counterfactual Reasoning ACL 2023 Enhancing Event Causality Identification with Event Causal Label and Event Pair Interaction Graph ACL 2023 Estimating Average Causal Effects from Patient Trajectories AAAI 2023 Estimating Geographic Spillover Effects of COVID-19 Policies from Large-Scale Mobility Networks AAAI 2023 Estimating Propensity for Causality-based Recommendation without Exposure Data NeurIPS 2023 Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders AAAI 2023 Evaluating Digital Agriculture Recommendations with Causal Inference AAAI 2023 Fair and Robust Estimation of Heterogeneous Treatment Effects for Policy Learning ICML 2023 Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions AISTATS 2023 FAST: a Fused and Accurate Shrinkage Tree for Heterogeneous Treatment Effects Estimation NeurIPS 2023