attribution method

A Study on Visualization of Voiceprint Feature Interspeech 2023 Attribution-based Explanations that Provide Recourse Cannot be Robust JMLR 2023 A Unifying Framework to the Analysis of Interaction Methods using Synergy Functions ICML 2023 CRAFT: Concept Recursive Activation FacTorization for Explainability CVPR 2023 Defending against Insertion-based Textual Backdoor Attacks via Attribution ACL 2023 Emptying the Ocean with a Spoon: Should We Edit Models? EMNLP 2023 Initialization Noise in Image Gradients and Saliency Maps CVPR 2023 Shortcomings of Top-Down Randomization-Based Sanity Checks for Evaluations of Deep Neural Network Explanations CVPR 2023 Studying How to Efficiently and Effectively Guide Models with Explanations ICCV 2023 Task-specific Compression for Multi-task Language Models using Attribution-based Pruning EACL 2023 Towards Better Visualizing the Decision Basis of Networks via Unfold and Conquer Attribution Guidance AAAI 2023 A Consistent and Efficient Evaluation Strategy for Attribution Methods ICML 2022 A Multilingual Perspective Towards the Evaluation of Attribution Methods in Natural Language Inference EMNLP 2022 An Empirical Study of Memorization in NLP ACL 2022 A Rigorous Study of Integrated Gradients Method and Extensions to Internal Neuron Attributions ICML 2022 Benchmarking Post-Hoc Interpretability Approaches for Transformer-based Misogyny Detection ACL 2022 Double Trouble: How to not Explain a Text Classifier’s Decisions Using Counterfactuals Synthesized by Masked Language Models? AACL 2022 Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection ACL 2022 ExplainIt!: A Tool for Computing Robust Attributions of DNNs IJCAI 2022 Exploiting the Relationship Between Kendall's Rank Correlation and Cosine Similarity for Attribution Protection NeurIPS 2022 Logic Traps in Evaluating Attribution Scores ACL 2022 Robust Models Are More Interpretable Because Attributions Look Normal ICML 2022 Shaping Noise for Robust Attributions in Neural Stochastic Differential Equations AAAI 2022 Towards Better Understanding Attribution Methods CVPR 2022 What I Cannot Predict, I Do Not Understand: A Human-Centered Evaluation Framework for Explainability Methods NeurIPS 2022