integrated gradient

Integrated Decision Gradients: Compute Your Attributions Where the Model Makes Its Decision AAAI 2024 Investigating the Impact of Model Instability on Explanations and Uncertainty ACL 2024 IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons NeurIPS 2024 Manifold Integrated Gradients: Riemannian Geometry for Feature Attribution ICML 2024 SEMANTIFY: Unveiling Memes with Robust Interpretability beyond Input Attribution IJCAI 2024 The Impact of Integration Step on Integrated Gradients EACL 2024 AD-KD: Attribution-Driven Knowledge Distillation for Language Model Compression ACL 2023 Analyzing and Diagnosing Pose Estimation With Attributions CVPR 2023 An Attribution Method for Siamese Encoders EMNLP 2023 A Novel Counterfactual Data Augmentation Method for Aspect-Based Sentiment Analysis ACML 2023 Beyond Single Path Integrated Gradients for Reliable Input Attribution via Randomized Path Sampling ICCV 2023 Contrastive Learning-based Sentence Encoders Implicitly Weight Informative Words EMNLP 2023 DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models EMNLP 2023 Dynamic Top-k Estimation Consolidates Disagreement between Feature Attribution Methods EMNLP 2023 ExASAG: Explainable Framework for Automatic Short Answer Grading ACL 2023 IDGI: A Framework To Eliminate Explanation Noise From Integrated Gradients CVPR 2023 Learning Re-sampling Methods with Parameter Attribution for Image Super-resolution NeurIPS 2023 Sequential Integrated Gradients: a simple but effective method for explaining language models ACL 2023 Transferable Adversarial Attack for Both Vision Transformers and Convolutional Networks via Momentum Integrated Gradients ICCV 2023 A Rigorous Study of Integrated Gradients Method and Extensions to Internal Neuron Attributions ICML 2022 Can Emotion Carriers Explain Automatic Sentiment Prediction? A Study on Personal Narratives ACL 2022 Distilled Gradient Aggregation: Purify Features for Input Attribution in the Deep Neural Network NeurIPS 2022 Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation ACL 2022 Explainable Publication Year Prediction of Eighteenth Century Texts with the BERT Model ACL 2022 Explaining Classes through Stable Word Attributions ACL 2022