counterfactual reasoning

Finding Counterfactually Optimal Action Sequences in Continuous State Spaces NeurIPS 2023 High Fidelity Image Counterfactuals with Probabilistic Causal Models ICML 2023 Hindsight Learning for MDPs with Exogenous Inputs ICML 2023 IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions EMNLP 2023 Lazy Agents: A New Perspective on Solving Sparse Reward Problem in Multi-agent Reinforcement Learning ICML 2023 Learning to Initiate and Reason in Event-Driven Cascading Processes ICML 2023 Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI AAAI 2023 Neural Causal Models for Counterfactual Identification and Estimation ICLR 2023 Offline Imitation Learning with Variational Counterfactual Reasoning NeurIPS 2023 On the Complexity of Counterfactual Reasoning IJCAI 2023 Probabilities of Causation: Role of Observational Data AISTATS 2023 ROME: Evaluating Pre-trained Vision-Language Models on Reasoning beyond Visual Common Sense EMNLP 2023 SCOTT: Self-Consistent Chain-of-Thought Distillation ACL 2023 Spatio-Temporal Neural Structural Causal Models for Bike Flow Prediction AAAI 2023 Task-specific experimental design for treatment effect estimation ICML 2023 The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code ACL 2023 The Utility of “Even if” Semifactual Explanation to Optimise Positive Outcomes NeurIPS 2023 Trustworthy Policy Learning under the Counterfactual No-Harm Criterion ICML 2023 Unsupervised argument reframing with a counterfactual-based approach EMNLP 2023 Which Spurious Correlations Impact Reasoning in NLI Models? A Visual Interactive Diagnosis through Data-Constrained Counterfactuals ACL 2023 Why Did This Model Forecast This Future? Information-Theoretic Saliency for Counterfactual Explanations of Probabilistic Regression Models NeurIPS 2023 A Causal Inference Look at Unsupervised Video Anomaly Detection AAAI 2022 Can Humans Be out of the Loop? CLeaR 2022 CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning CLeaR 2022 Causal Conceptions of Fairness and their Consequences ICML 2022