| CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question Answering | Nov 7, 2022 | Add - POAdd - PQ | CodeCode Available | 0 |
| FactorMatte: Redefining Video Matting for Re-Composition Tasks | Nov 3, 2022 | counterfactualImage Matting | —Unverified | 0 |
| A Bayesian Semiparametric Method For Estimating Causal Quantile Effects | Nov 3, 2022 | Causal Inferencecounterfactual | —Unverified | 0 |
| Decomposing Counterfactual Explanations for Consequential Decision Making | Nov 3, 2022 | counterfactualDecision Making | —Unverified | 0 |
| Empirical Analysis of Model Selection for Heterogeneous Causal Effect Estimation | Nov 3, 2022 | AutoMLCausal Inference | CodeCode Available | 1 |
| PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales | Nov 3, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| Bayesian Counterfactual Mean Embeddings and Off-Policy Evaluation | Nov 2, 2022 | counterfactualOff-policy evaluation | —Unverified | 0 |
| MT-GenEval: A Counterfactual and Contextual Dataset for Evaluating Gender Accuracy in Machine Translation | Nov 2, 2022 | counterfactualEthics | CodeCode Available | 0 |
| Backtracking Counterfactuals | Nov 1, 2022 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| A General Search-based Framework for Generating Textual Counterfactual Explanations | Nov 1, 2022 | Classificationcounterfactual | —Unverified | 0 |
| Towards Human Cognition Level-based Experiment Design for Counterfactual Explanations (XAI) | Oct 31, 2022 | counterfactualExplainable artificial intelligence | —Unverified | 0 |
| Computing Rule-Based Explanations by Leveraging Counterfactuals | Oct 31, 2022 | counterfactual | —Unverified | 0 |
| Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues | Oct 30, 2022 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Trade-Offs Between Ranking Objectives: Reduced-Form Evidence and Structural Estimation | Oct 28, 2022 | counterfactualForm | —Unverified | 0 |
| Causal Analysis of Syntactic Agreement Neurons in Multilingual Language Models | Oct 25, 2022 | counterfactual | CodeCode Available | 0 |
| Adaptive Experimental Design and Counterfactual Inference | Oct 25, 2022 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Finding Memo: Extractive Memorization in Constrained Sequence Generation Tasks | Oct 24, 2022 | counterfactualMachine Translation | CodeCode Available | 0 |
| Realistic Data Augmentation Framework for Enhancing Tabular Reasoning | Oct 23, 2022 | counterfactualData Augmentation | —Unverified | 0 |
| NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation | Oct 22, 2022 | counterfactualData Augmentation | CodeCode Available | 0 |
| Counterfactual Generation Under Confounding | Oct 22, 2022 | Attributecounterfactual | —Unverified | 0 |
| Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes | Oct 21, 2022 | Analogical questionsAnalogical Similarity | CodeCode Available | 1 |
| Augmentation by Counterfactual Explanation -- Fixing an Overconfident Classifier | Oct 21, 2022 | Autonomous Drivingcounterfactual | —Unverified | 0 |
| The privacy issue of counterfactual explanations: explanation linkage attacks | Oct 21, 2022 | counterfactualExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals | Oct 21, 2022 | Classificationcounterfactual | CodeCode Available | 0 |
| A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges | Oct 21, 2022 | BenchmarkingCommunity Detection | CodeCode Available | 1 |
