| Features of Explainability: How users understand counterfactual and causal explanations for categorical and continuous features in XAI | Apr 21, 2022 | counterfactualExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| From Spoken Thoughts to Automated Driving Commentary: Predicting and Explaining Intelligent Vehicles' Actions | Apr 19, 2022 | counterfactual | —Unverified | 0 |
| auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data | Apr 15, 2022 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 2 |
| Causal Transformer for Estimating Counterfactual Outcomes | Apr 14, 2022 | counterfactual | CodeCode Available | 1 |
| Global Counterfactual Explanations: Investigations, Implementations and Improvements | Apr 14, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| Statistical Perspective on Functional and Causal Neural Connectomics: The Time-Aware PC Algorithm | Apr 11, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Finding Counterfactual Explanations through Constraint Relaxations | Apr 7, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Knowledge Infused Decoding | Apr 6, 2022 | counterfactualQuestion Answering | CodeCode Available | 1 |
| CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System | Apr 4, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| ESCM^2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation | Apr 3, 2022 | counterfactualRecommendation Systems | CodeCode Available | 0 |
| Model-agnostic Counterfactual Synthesis Policy for Interactive Recommendation | Apr 1, 2022 | counterfactualInteractive Recommendation | —Unverified | 0 |
| Implicit Feedback for Dense Passage Retrieval: A Counterfactual Approach | Apr 1, 2022 | counterfactualPassage Retrieval | CodeCode Available | 0 |
| Doubly-Robust Estimation for Correcting Position-Bias in Click Feedback for Unbiased Learning to Rank | Mar 31, 2022 | counterfactualGeneral Reinforcement Learning | CodeCode Available | 0 |
| Counterfactual Cycle-Consistent Learning for Instruction Following and Generation in Vision-Language Navigation | Mar 30, 2022 | counterfactualData Augmentation | CodeCode Available | 1 |
| SurvCaus : Representation Balancing for Survival Causal Inference | Mar 29, 2022 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Estimating Nonlinear Network Data Models with Fixed Effects | Mar 29, 2022 | counterfactual | —Unverified | 0 |
| Diffusion Models for Counterfactual Explanations | Mar 29, 2022 | counterfactual | CodeCode Available | 1 |
| Cycle-Consistent Counterfactuals by Latent Transformations | Mar 28, 2022 | counterfactual | —Unverified | 0 |
| Identifying Peer Influence in Therapeutic Communities Adjusting for Latent Homophily | Mar 27, 2022 | counterfactual | CodeCode Available | 0 |
| Effective Explanations for Entity Resolution Models | Mar 24, 2022 | Attributecounterfactual | CodeCode Available | 0 |
| Making Heads or Tails: Towards Semantically Consistent Visual Counterfactuals | Mar 24, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| Conceptual Edits as Counterfactual Explanations | Mar 23, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| School-age Vaccination, School Openings and Covid-19 diffusion | Mar 23, 2022 | counterfactual | —Unverified | 0 |
| Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal | Mar 23, 2022 | counterfactualFairness | —Unverified | 0 |
| Predictor Selection for Synthetic Controls | Mar 22, 2022 | counterfactualModel Selection | —Unverified | 0 |
