model interpretation

Error Slice Discovery via Manifold Compactness AAAI 2026 From Sentiment to Interpretation: Teaching NLP for Literary Understanding Across Educational Contexts EACL 2026 HyperSHAP: Shapley Values and Interactions for Explaining Hyperparameter Optimization AAAI 2026 Generalized Attention Flow: Feature Attribution for Transformer Models via Maximum Flow ACL 2025 How to Probe: Simple Yet Effective Techniques for Improving Post-hoc Explanations ICLR 2025 Improving Causal Interventions in Amnesic Probing with Mean Projection or LEACE ACL 2025 Influence Functions for Scalable Data Attribution in Diffusion Models ICLR 2025 Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety EMNLP 2025 Looking in the Mirror: A Faithful Counterfactual Explanation Method for Interpreting Deep Image Classification Models ICCV 2025 On Explaining Knowledge Distillation: Measuring and Visualising the Knowledge Transfer Process WACV 2025 dattri: A Library for Efficient Data Attribution NeurIPS 2024 Adversarial Attacks on the Interpretation of Neuron Activation Maximization AAAI 2024 Data Attribution for Text-to-Image Models by Unlearning Synthesized Images NeurIPS 2024 Identifying Important Group of Pixels using Interactions CVPR 2024 Language Model Inversion ICLR 2024 Learning the greatest common divisor: explaining transformer predictions ICLR 2024 Plausible Extractive Rationalization through Semi-Supervised Entailment Signal ACL 2024 SOInter: A Novel Deep Energy-Based Interpretation Method for Explaining Structured Output Models ICLR 2024 Survival Kernets: Scalable and Interpretable Deep Kernel Survival Analysis with an Accuracy Guarantee JMLR 2024 Training Data Attribution via Approximate Unrolling NeurIPS 2024 Transformer Doctor: Diagnosing and Treating Vision Transformers NeurIPS 2024 A Protocol for Evaluating Model Interpretation Methods From Visual Explanations WACV 2023 Cones: Concept Neurons in Diffusion Models for Customized Generation ICML 2023 Do Machine Learning Models Learn Statistical Rules Inferred from Data? ICML 2023 eForecaster: Unifying Electricity Forecasting with Robust, Flexible, and Explainable Machine Learning Algorithms AAAI 2023