| Score-Based Explanations in Data Management and Machine Learning: An Answer-Set Programming Approach to Counterfactual Analysis | Jun 19, 2021 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Empowering Language Understanding with Counterfactual Reasoning | Jun 6, 2021 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| To do or not to do: finding causal relations in smart homes | May 20, 2021 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Case Level Counterfactual Reasoning in Process Mining | Feb 25, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense Knowledge | Jan 2, 2021 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| GANterfactual - Counterfactual Explanations for Medical Non-Experts using Generative Adversarial Learning | Dec 22, 2020 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| Ferryman as SemEval-2020 Task 5: Optimized BERT for Detecting Counterfactuals | Dec 1, 2020 | counterfactualCounterfactual Detection | —Unverified | 0 |
| Reconsidering Generative Objectives For Counterfactual Reasoning | Dec 1, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Explaining by Removing: A Unified Framework for Model Explanation | Nov 21, 2020 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Less is More: Attention Supervision with Counterfactuals for Text Classification | Nov 1, 2020 | Classificationcounterfactual | —Unverified | 0 |
| Exploring Logically Dependent Multi-task Learning with Causal Inference | Nov 1, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Counterfactual Off-Policy Training for Neural Dialogue Generation | Nov 1, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System | Oct 29, 2020 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Using Deep Image Priors to Generate Counterfactual Explanations | Oct 22, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning | Oct 12, 2020 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Social Commonsense Reasoning with Multi-Head Knowledge Attention | Oct 12, 2020 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning | Oct 6, 2020 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Interpretable Sequence Classification via Discrete Optimization | Oct 6, 2020 | Classificationcounterfactual | CodeCode Available | 0 |
| Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect | Sep 28, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning | Sep 21, 2020 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Counterfactual Vision-and-Language Navigation via Adversarial Path Sampler | Aug 1, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| IITK-RSA at SemEval-2020 Task 5: Detecting Counterfactuals | Jul 21, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Learning "What-if" Explanations for Sequential Decision-Making | Jul 2, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Medical idioms for clinical Bayesian network development | Jul 1, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Learning to Communicate Using Counterfactual Reasoning | Jun 12, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |