| Attention Is Not the Only Choice: Counterfactual Reasoning for Path-Based Explainable Recommendation | Jan 11, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Learning Audio Concepts from Counterfactual Natural Language | Jan 10, 2024 | Audio captioningAudio Classification | CodeCode Available | 0 |
| Adaptive Experimental Design for Policy Learning | Jan 8, 2024 | counterfactualExperimental Design | —Unverified | 0 |
| Verifying Relational Explanations: A Probabilistic Approach | Jan 5, 2024 | counterfactual | CodeCode Available | 0 |
| PokerGPT: An End-to-End Lightweight Solver for Multi-Player Texas Hold'em via Large Language Model | Jan 4, 2024 | counterfactualLanguage Modeling | —Unverified | 0 |
| Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports | Jan 3, 2024 | Action Understandingcounterfactual | CodeCode Available | 1 |
| Representation Learning of Multivariate Time Series using Attention and Adversarial Training | Jan 3, 2024 | counterfactualDecision Making | CodeCode Available | 1 |
| Modular Learning of Deep Causal Generative Models for High-dimensional Causal Inference | Jan 2, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Revisiting Counterfactual Problems in Referring Expression Comprehension | Jan 1, 2024 | AttributeContrastive Learning | CodeCode Available | 0 |
| Looking Similar Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning | Jan 1, 2024 | Contrastive Learningcounterfactual | —Unverified | 0 |
| DiG-IN: Diffusion Guidance for Investigating Networks - Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations | Jan 1, 2024 | counterfactualimage-classification | CodeCode Available | 1 |
| FADES: Fair Disentanglement with Sensitive Relevance | Jan 1, 2024 | counterfactualDisentanglement | —Unverified | 0 |
| Inferring Heterogeneous Treatment Effects of Crashes on Highway Traffic: A Doubly Robust Causal Machine Learning Approach | Jan 1, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Is Knowledge All Large Language Models Needed for Causal Reasoning? | Dec 30, 2023 | AllCausal Discovery | CodeCode Available | 1 |
| User Strategization and Trustworthy Algorithms | Dec 29, 2023 | counterfactualRecommendation Systems | —Unverified | 0 |
| Incentive-Aware Synthetic Control: Accurate Counterfactual Estimation via Incentivized Exploration | Dec 26, 2023 | counterfactualvalid | —Unverified | 0 |
| Recourse under Model Multiplicity via Argumentative Ensembling (Technical Report) | Dec 22, 2023 | counterfactual | CodeCode Available | 0 |
| Where and How to Attack? A Causality-Inspired Recipe for Generating Counterfactual Adversarial Examples | Dec 21, 2023 | Adversarial Attackcounterfactual | CodeCode Available | 0 |
| Towards More Faithful Natural Language Explanation Using Multi-Level Contrastive Learning in VQA | Dec 21, 2023 | Contrastive Learningcounterfactual | CodeCode Available | 1 |
| Navigating the Structured What-If Spaces: Counterfactual Generation via Structured Diffusion | Dec 21, 2023 | counterfactualDiversity | —Unverified | 0 |
| Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation | Dec 21, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| ALMANACS: A Simulatability Benchmark for Language Model Explainability | Dec 20, 2023 | counterfactualLanguage Modeling | CodeCode Available | 0 |
| Robust Machine Learning by Transforming and Augmenting Imperfect Training Data | Dec 19, 2023 | counterfactualData Augmentation | —Unverified | 0 |
| Robust Stochastic Graph Generator for Counterfactual Explanations | Dec 18, 2023 | Autonomous Vehiclescounterfactual | —Unverified | 0 |
| Explaining Reinforcement Learning Agents Through Counterfactual Action Outcomes | Dec 18, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
