conftrace_

integrated gradient

71 papers

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Also known as

IG IGR

Co-occurring keywords

feature attribution (280) attribution method (79) neural network (6616) model interpretability (519) deep neural network (1803) saliency map (125) explainable ai (480) neural network interpretability (114) input attribution (7) model explanation (155)

Papers

DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models EMNLP 2023
A Novel Counterfactual Data Augmentation Method for Aspect-Based Sentiment Analysis ACML 2023
Contrastive Learning-based Sentence Encoders Implicitly Weight Informative Words EMNLP 2023
Analyzing and Diagnosing Pose Estimation With Attributions CVPR 2023
Transferable Adversarial Attack for Both Vision Transformers and Convolutional Networks via Momentum Integrated Gradients ICCV 2023
Learning Re-sampling Methods with Parameter Attribution for Image Super-resolution NIPS 2023
ExASAG: Explainable Framework for Automatic Short Answer Grading ACL 2023
IDGI: A Framework To Eliminate Explanation Noise From Integrated Gradients CVPR 2023
Dynamic Top-k Estimation Consolidates Disagreement between Feature Attribution Methods EMNLP 2023
Beyond Single Path Integrated Gradients for Reliable Input Attribution via Randomized Path Sampling ICCV 2023
Distilled Gradient Aggregation: Purify Features for Input Attribution in the Deep Neural Network NIPS 2022
ExplainIt!: A Tool for Computing Robust Attributions of DNNs IJCAI 2022
Robust Models Are More Interpretable Because Attributions Look Normal ICML 2022
A Rigorous Study of Integrated Gradients Method and Extensions to Internal Neuron Attributions ICML 2022
Explainable Publication Year Prediction of Eighteenth Century Texts with the BERT Model ACL 2022
SInGE: Sparsity via Integrated Gradients Estimation of Neuron Relevance NIPS 2022
Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation ACL 2022
Explaining Classes through Stable Word Attributions ACL 2022
Explaining Translationese: why are Neural Classifiers Better and what do they Learn? EMNLP 2022
Shaping Noise for Robust Attributions in Neural Stochastic Differential Equations AAAI 2022
Zero-shot Code-Mixed Offensive Span Identification through Rationale Extraction ACL 2022
Can Emotion Carriers Explain Automatic Sentiment Prediction? A Study on Personal Narratives ACL 2022
Exploiting the Relationship Between Kendall's Rank Correlation and Cosine Similarity for Attribution Protection NIPS 2022
Minimally-Supervised Relation Induction from Pre-trained Language Model NAACL 2022
Interpreting Super-Resolution Networks With Local Attribution Maps CVPR 2021