Causal Inference

Learning Generalized Gumbel-max Causal Mechanisms NeurIPS 2021 Learning latent causal graphs via mixture oracles NeurIPS 2021 Learning Latent Structures for Cross Action Phrase Relations in Wet Lab Protocols ACL 2021 Learning Prototypical Functions for Physical Artifacts ACL 2021 Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification EMNLP 2021 Markov equivalence of max-linear Bayesian networks UAI 2021 Matching a Desired Causal State via Shift Interventions NeurIPS 2021 Meta Learning for Causal Direction AAAI 2021 Mining the Cause of Political Decision-Making from Social Media: A Case Study of COVID-19 Policies across the US States EMNLP 2021 Model-Free and Model-Based Policy Evaluation when Causality is Uncertain ICML 2021 Multivalent Entailment Graphs for Question Answering EMNLP 2021 Near-Optimal Multi-Perturbation Experimental Design for Causal Structure Learning NeurIPS 2021 Neighborhood Intervention Consistency: Measuring Confidence for Knowledge Graph Link Prediction IJCAI 2021 Policy Analysis using Synthetic Controls in Continuous-Time ICML 2021 Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction ICML 2021 Recursive Causal Structure Learning in the Presence of Latent Variables and Selection Bias NeurIPS 2021 Sensitivity Analysis for Causal Mediation through Text: an Application to Political Polarization EMNLP 2021 Testing Independence Between Linear Combinations for Causal Discovery AAAI 2021 The Adaptive Doubly Robust Estimator and a Paradox Concerning Logging Policy NeurIPS 2021 The Counterfactual NESS Definition of Causation AAAI 2021 The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction EMNLP 2021 Think about it! Improving defeasible reasoning by first modeling the question scenario. EMNLP 2021 Time-to-Event Models for Analyzing Reaction Time Sequences Interspeech 2021 Transporting Causal Mechanisms for Unsupervised Domain Adaptation ICCV 2021 Trigger is Not Sufficient: Exploiting Frame-aware Knowledge for Implicit Event Argument Extraction ACL 2021