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| Explainable Data-Driven Optimization: From Context to Decision and Back Again | Jan 24, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| Spatio-temporal neural structural causal models for bike flow prediction | Jan 19, 2023 | counterfactualPrediction | CodeCode Available | 1 |
| Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning | Jan 12, 2023 | counterfactualRepresentation Learning | CodeCode Available | 1 |
| DISCO: Distilling Counterfactuals with Large Language Models | Dec 20, 2022 | counterfactualData Augmentation | CodeCode Available | 1 |
| Know What I don't Know: Handling Ambiguous and Unanswerable Questions for Text-to-SQL | Dec 17, 2022 | counterfactualText to SQL | CodeCode Available | 1 |
| Towards Explainable Motion Prediction using Heterogeneous Graph Representations | Dec 7, 2022 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Counterfactual reasoning: Do language models need world knowledge for causal understanding? | Dec 6, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Rethinking Causality-driven Robot Tool Segmentation with Temporal Constraints | Nov 30, 2022 | counterfactualSegmentation | CodeCode Available | 1 |
| OCTET: Object-aware Counterfactual Explanations | Nov 22, 2022 | Autonomous Drivingcounterfactual | CodeCode Available | 1 |