counterfactual reasoning

CLEVRER: Collision Events for Video Representation and Reasoning ICLR 2020 Counterfactual Off-Policy Training for Neural Dialogue Generation EMNLP 2020 Counterfactual Samples Synthesizing for Robust Visual Question Answering CVPR 2020 Counterfactuals uncover the modular structure of deep generative models ICLR 2020 Counterfactual Vision and Language Learning CVPR 2020 CREDICI: A Java Library for Causal Inference by Credal Networks PGM 2020 De-Biased Court’s View Generation with Causality EMNLP 2020 Explainable Reinforcement Learning through a Causal Lens AAAI 2020 Exploratory Not Explanatory: Counterfactual Analysis of Saliency Maps for Deep Reinforcement Learning ICLR 2020 Exploring Logically Dependent Multi-task Learning with Causal Inference EMNLP 2020 Learning Counterfactual Representations for Estimating Individual Dose-Response Curves AAAI 2020 Learning Disentangled Representations for CounterFactual Regression ICLR 2020 Less is More: Attention Supervision with Counterfactuals for Text Classification EMNLP 2020 Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect NeurIPS 2020 Probabilistic Reasoning Across the Causal Hierarchy AAAI 2020 Reconsidering Generative Objectives For Counterfactual Reasoning NeurIPS 2020 SemEval-2020 Task 5: Counterfactual Recognition SemEval 2020 Social Commonsense Reasoning with Multi-Head Knowledge Attention EMNLP 2020 SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning EMNLP 2020 Structural Causal Models Are (Solvable by) Credal Networks PGM 2020 A Game Theoretic Approach to Class-wise Selective Rationalization NeurIPS 2019 Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models ICML 2019 Counterfactual Reasoning in Observational Studies AAAI 2019 Counterfactuals in Explainable Artificial Intelligence (XAI): Evidence from Human Reasoning IJCAI 2019 Counterfactual Story Reasoning and Generation EMNLP 2019