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shapley value

206 papers

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Also known as

SHAP SV

Co-occurring keywords

feature attribution (280) game theory (854) model interpretability (519) explainable ai (480) data valuation (50) cooperative game theory (31) model explanation (155) cooperative game (75) feature importance (139) model interpretation (93)

Papers

LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis ACL 2025
Towards Trustable SHAP Scores AAAI 2025
Using Shapley interactions to understand how models use structure ACL 2025
Towards Fine-Grained Interpretability: Counterfactual Explanations for Misclassification with Saliency Partition CVPR 2025
Measuring Cross-Modal Interactions in Multimodal Models AAAI 2025
Retrieve to Explain: Evidence-driven Predictions for Explainable Drug Target Identification ACL 2025
Incentives for Early Arrival in Cooperative Games (Extended Abstract) IJCAI 2025
TokenShapley: Token Level Context Attribution with Shapley Value ACL 2025
Where and How to Enhance: Discovering Bit-Width Contribution for Mixed Precision Quantization IJCAI 2025
Shapley Consensus Deep Learning for Ensemble Pruning WACV 2025
Shapley Value Computation in Ontology-Mediated Query Answering (Extended Abstract) IJCAI 2025
Tab-Shapley: Identifying Top-k Tabular Data Quality Insights AAAI 2025
Support Vector-based Estimation of Multilinear Games for Feature Selection and Explanation AAAI 2025
Unlocking the Game: Estimating Games in Möbius Representation for Explanation and High-Order Interaction Detection AAAI 2025
Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions EMNLP 2025
Accurate Estimation of Feature Importance Faithfulness for Tree Models AAAI 2025
Decomposing Inconsistencies: Marginal Contributions and Pooling Techniques IJCAI 2025
Revealing Hidden Mechanisms of Cross-Country Content Moderation with Natural Language Processing ACL 2025
Evaluating Input Feature Explanations through a Unified Diagnostic Evaluation Framework NAACL 2025
Redefining Contributions: Shapley-Driven Federated Learning IJCAI 2024
One Sample Fits All: Approximating All Probabilistic Values Simultaneously and Efficiently NIPS 2024
Shap-Mix: Shapley Value Guided Mixing for Long-Tailed Skeleton Based Action Recognition IJCAI 2024
WWW: A Unified Framework for Explaining What Where and Why of Neural Networks by Interpretation of Neuron Concepts CVPR 2024
BiasWipe: Mitigating Unintended Bias in Text Classifiers through Model Interpretability EMNLP 2024
SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification AISTATS 2024