| CounterCurate: Enhancing Physical and Semantic Visio-Linguistic Compositional Reasoning via Counterfactual Examples | Feb 20, 2024 | counterfactualData Augmentation | CodeCode Available | 1 |
| Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization | Feb 19, 2024 | Attributecounterfactual | CodeCode Available | 1 |
| Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark | Feb 19, 2024 | counterfactualMulti-hop Question Answering | —Unverified | 0 |
| M2K-VDG: Model-Adaptive Multimodal Knowledge Anchor Enhanced Video-grounded Dialogue Generation | Feb 19, 2024 | counterfactualDialogue Generation | —Unverified | 0 |
| What Evidence Do Language Models Find Convincing? | Feb 19, 2024 | counterfactualMisinformation | CodeCode Available | 1 |
| Easy as ABCs: Unifying Boltzmann Q-Learning and Counterfactual Regret Minimization | Feb 19, 2024 | counterfactualOpenAI Gym | —Unverified | 0 |
| Towards AI-Based Precision Oncology: A Machine Learning Framework for Personalized Counterfactual Treatment Suggestions based on Multi-Omics Data | Feb 19, 2024 | counterfactualDecision Making | —Unverified | 0 |
| Generating Survival Interpretable Trajectories and Data | Feb 19, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Do Large Language Models Understand Logic or Just Mimick Context? | Feb 19, 2024 | counterfactualIn-Context Learning | —Unverified | 0 |
| A Practical Method for Generating String Counterfactuals | Feb 17, 2024 | counterfactualData Augmentation | CodeCode Available | 0 |
| Assessing News Thumbnail Representativeness: Counterfactual text can enhance the cross-modal matching ability | Feb 17, 2024 | Contrastive Learningcounterfactual | CodeCode Available | 0 |
| Explainability for Machine Learning Models: From Data Adaptability to User Perception | Feb 16, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Best of Three Worlds: Adaptive Experimentation for Digital Marketing in Practice | Feb 16, 2024 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Identification with Posterior-Separable Information Costs | Feb 15, 2024 | counterfactual | —Unverified | 0 |
| Using Counterfactual Tasks to Evaluate the Generality of Analogical Reasoning in Large Language Models | Feb 14, 2024 | counterfactual | —Unverified | 0 |
| Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation | Feb 13, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Counterfactual Influence in Markov Decision Processes | Feb 13, 2024 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| The Effect of Data Poisoning on Counterfactual Explanations | Feb 13, 2024 | counterfactualData Poisoning | CodeCode Available | 0 |
| Fairness Evaluation for Uplift Modeling in the Absence of Ground Truth | Feb 12, 2024 | counterfactualDecision Making | CodeCode Available | 2 |
| One-for-many Counterfactual Explanations by Column Generation | Feb 12, 2024 | counterfactual | —Unverified | 0 |
| Debiasing Recommendation with Personal Popularity | Feb 12, 2024 | counterfactualCounterfactual Inference | CodeCode Available | 1 |
| MAFIA: Multi-Adapter Fused Inclusive LanguAge Models | Feb 12, 2024 | counterfactualData Augmentation | —Unverified | 0 |
| SportsNGEN: Sustained Generation of Realistic Multi-player Sports Gameplay | Feb 10, 2024 | counterfactualDecision Making | —Unverified | 0 |
| ACTER: Diverse and Actionable Counterfactual Sequences for Explaining and Diagnosing RL Policies | Feb 9, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Game-theoretic Counterfactual Explanation for Graph Neural Networks | Feb 8, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Do Large Code Models Understand Programming Concepts? Counterfactual Analysis for Code Predicates | Feb 8, 2024 | Code CompletionCode Generation | —Unverified | 0 |
| CounterCLR: Counterfactual Contrastive Learning with Non-random Missing Data in Recommendation | Feb 8, 2024 | Contrastive Learningcounterfactual | —Unverified | 0 |
| Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models | Feb 7, 2024 | counterfactualImage Generation | CodeCode Available | 3 |
| Collective Counterfactual Explanations via Optimal Transport | Feb 7, 2024 | counterfactual | —Unverified | 0 |
| De-amplifying Bias from Differential Privacy in Language Model Fine-tuning | Feb 7, 2024 | counterfactualData Augmentation | —Unverified | 0 |
| Explaining Learned Reward Functions with Counterfactual Trajectories | Feb 7, 2024 | counterfactual | CodeCode Available | 0 |
| The Role of Child Gender in the Formation of Parents' Social Networks | Feb 6, 2024 | counterfactual | —Unverified | 0 |
| CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines | Feb 6, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Counterfactual Generation with Answer Set Programming | Feb 6, 2024 | Attributecounterfactual | —Unverified | 0 |
| In-context learning agents are asymmetric belief updaters | Feb 6, 2024 | counterfactualIn-Context Learning | —Unverified | 0 |
| Recommendation Fairness in Social Networks Over Time | Feb 5, 2024 | counterfactualFairness | —Unverified | 0 |
| Counterfactual Fairness Is Not Demographic Parity, and Other Observations | Feb 5, 2024 | counterfactualFairness | —Unverified | 0 |
| Counterfactual Explanations of Black-box Machine Learning Models using Causal Discovery with Applications to Credit Rating | Feb 5, 2024 | Causal Discoverycounterfactual | —Unverified | 0 |
| Character-based Outfit Generation with Vision-augmented Style Extraction via LLMs | Feb 2, 2024 | counterfactualPrompt Engineering | —Unverified | 0 |
| Cooperative Knowledge Distillation: A Learner Agnostic Approach | Feb 2, 2024 | counterfactualKnowledge Distillation | CodeCode Available | 0 |
| Robust Counterfactual Explanations in Machine Learning: A Survey | Feb 2, 2024 | counterfactualSurvey | —Unverified | 0 |
| Counterfactual Concept Bottleneck Models | Feb 2, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Natural Counterfactuals With Necessary Backtracking | Feb 2, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Shapelet-based Model-agnostic Counterfactual Local Explanations for Time Series Classification | Feb 2, 2024 | Classificationcounterfactual | —Unverified | 0 |
| Explaining Text Classifiers with Counterfactual Representations | Feb 1, 2024 | AttributeCausal Inference | CodeCode Available | 0 |
| Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks | Jan 31, 2024 | counterfactualknowledge editing | —Unverified | 0 |
| Causal Machine Learning for Cost-Effective Allocation of Development Aid | Jan 30, 2024 | counterfactualRepresentation Learning | CodeCode Available | 0 |
| Graph Neural Networks: Theory for Estimation with Application on Network Heterogeneity | Jan 29, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Seller-Side Experiments under Interference Induced by Feedback Loops in Two-Sided Platforms | Jan 29, 2024 | counterfactual | —Unverified | 0 |
| Distribution-consistency Structural Causal Models | Jan 29, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |