| Unit Selection: Case Study and Comparison with A/B Test Heuristic | Oct 10, 2022 | counterfactual | —Unverified | 0 |
| CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation | Oct 10, 2022 | counterfactualData Augmentation | CodeCode Available | 0 |
| Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction | Oct 10, 2022 | counterfactualRelation | —Unverified | 0 |
| Experiential Explanations for Reinforcement Learning | Oct 10, 2022 | Chunkingcounterfactual | CodeCode Available | 0 |
| Fine-grained Anomaly Detection in Sequential Data via Counterfactual Explanations | Oct 9, 2022 | Anomaly Detectioncounterfactual | —Unverified | 0 |
| EgoTaskQA: Understanding Human Tasks in Egocentric Videos | Oct 8, 2022 | Action Localizationcounterfactual | CodeCode Available | 1 |
| CLEAR: Causal Explanations from Attention in Neural Recommenders | Oct 7, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| FAST: Improving Controllability for Text Generation with Feedback Aware Self-Training | Oct 6, 2022 | AttributeCausal Inference | —Unverified | 0 |
| Causal Inference for Chatting Handoff | Oct 6, 2022 | Causal InferenceChatbot | CodeCode Available | 1 |
| The Influence of Explainable Artificial Intelligence: Nudging Behaviour or Boosting Capability? | Oct 5, 2022 | counterfactualExplainable artificial intelligence | —Unverified | 0 |
| Bikeability and the induced demand for cycling | Oct 5, 2022 | counterfactual | —Unverified | 0 |
| Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees | Oct 4, 2022 | counterfactualImitation Learning | —Unverified | 0 |
| Connecting Surrogate Safety Measures to Crash Probablity via Causal Probabilistic Time Series Prediction | Oct 4, 2022 | counterfactualOpen-Ended Question Answering | —Unverified | 0 |
| AI-Assisted Discovery of Quantitative and Formal Models in Social Science | Oct 2, 2022 | counterfactualSociology | CodeCode Available | 0 |
| The COVID That Wasn’t: Counterfactual Journalism Using GPT | Oct 1, 2022 | Articlescounterfactual | —Unverified | 0 |
| Machine Reading, Fast and Slow: When Do Models “Understand” Language? | Oct 1, 2022 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Transfer Learning for Individual Treatment Effect Estimation | Oct 1, 2022 | Causal Inferencecounterfactual | —Unverified | 0 |
| Neural Causal Models for Counterfactual Identification and Estimation | Sep 30, 2022 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Predicting Cellular Responses with Variational Causal Inference and Refined Relational Information | Sep 30, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Local and Regional Counterfactual Rules: Summarized and Robust Recourses | Sep 29, 2022 | counterfactual | —Unverified | 0 |
| Causal Proxy Models for Concept-Based Model Explanations | Sep 28, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Debiasing Graph Neural Networks via Learning Disentangled Causal Substructure | Sep 28, 2022 | counterfactualGraph Classification | CodeCode Available | 0 |
| Feature-based Learning for Diverse and Privacy-Preserving Counterfactual Explanations | Sep 27, 2022 | counterfactualDiversity | CodeCode Available | 0 |
| Robust Causality and False Attribution in Data-Driven Earth Science Discoveries | Sep 26, 2022 | counterfactual | —Unverified | 0 |
| Answer-Set Programs for Repair Updates and Counterfactual Interventions | Sep 25, 2022 | counterfactual | —Unverified | 0 |
