counterfactual reasoning

Counterfactuals to Control Latent Disentangled Text Representations for Style Transfer ACL 2021 Counterfactual VQA: A Cause-Effect Look at Language Bias CVPR 2021 Counterfactual Zero-Shot and Open-Set Visual Recognition CVPR 2021 Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language NeurIPS 2021 Expected Eligibility Traces AAAI 2021 Explaining by Removing: A Unified Framework for Model Explanation JMLR 2021 HypoGen: Hyperbole Generation with Commonsense and Counterfactual Knowledge EMNLP 2021 Interpretable Sequence Classification via Discrete Optimization AAAI 2021 Interpreting Text Classifiers by Learning Context-sensitive Influence of Words NAACL 2021 KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference ACL 2021 Learning Generalized Gumbel-max Causal Mechanisms NeurIPS 2021 Learning Matching Representations for Individualized Organ Transplantation Allocation AISTATS 2021 Learning Queueing Policies for Organ Transplantation Allocation using Interpretable Counterfactual Survival Analysis ICML 2021 Learning "What-if" Explanations for Sequential Decision-Making ICLR 2021 Neural Networks for Learning Counterfactual G-Invariances from Single Environments ICLR 2021 One Explanation is Not Enough: Structured Attention Graphs for Image Classification NeurIPS 2021 Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning ICML 2021 Reward Identification in Inverse Reinforcement Learning ICML 2021 Robustifying Multi-hop QA through Pseudo-Evidentiality Training ACL 2021 Sketch and Customize: A Counterfactual Story Generator AAAI 2021 The Counterfactual NESS Definition of Causation AAAI 2021 Uncovering Main Causalities for Long-tailed Information Extraction EMNLP 2021 Algorithmic recourse under imperfect causal knowledge: a probabilistic approach NeurIPS 2020 An Information-Theoretic Quantification of Discrimination with Exempt Features AAAI 2020 Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning EMNLP 2020