conftrace_

feature attribution

280 papers

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Also known as

FA

Co-occurring keywords

model interpretability (519) explainable ai (480) shapley value (206) model explanation (155) neural network (6616) text classification (6793) explainable artificial intelligence (130) neural network interpretability (114) integrated gradient (71) attribution method (79)

Papers

Local Path Integration for Attribution AAAI 2023
Local Explanations for Reinforcement Learning AAAI 2023
SketchXAI: A First Look at Explainability for Human Sketches CVPR 2023
Studying How to Efficiently and Effectively Guide Models with Explanations ICCV 2023
Feature Interactions Reveal Linguistic Structure in Language Models ACL 2023
Conditional Natural Language Inference EMNLP 2023
TRAK: Attributing Model Behavior at Scale ICML 2023
SAME: Uncovering GNN Black Box with Structure-aware Shapley-based Multipiece Explanations NIPS 2023
FEAMOE: Fair, Explainable and Adaptive Mixture of Experts IJCAI 2023
SHAP-IQ: Unified Approximation of any-order Shapley Interactions NIPS 2023
Dynamic Top-k Estimation Consolidates Disagreement between Feature Attribution Methods EMNLP 2023
Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables ICML 2023
Towards Extracting and Understanding the Implicit Rubrics of Transformer Based Automatic Essay Scoring Models ACL 2023
On the Robustness of Removal-Based Feature Attributions NIPS 2023
Neighboring Words Affect Human Interpretation of Saliency Explanations ACL 2023
A Unifying Framework to the Analysis of Interaction Methods using Synergy Functions ICML 2023
Incorporating Attribution Importance for Improving Faithfulness Metrics ACL 2023
A Sea of Words: An In-Depth Analysis of Anchors for Text Data AISTATS 2023
Manifold Restricted Interventional Shapley Values AISTATS 2023
Use perturbations when learning from explanations NIPS 2023
Towards Faithful Explanations for Text Classification with Robustness Improvement and Explanation Guided Training ACL 2023
Inseq: An Interpretability Toolkit for Sequence Generation Models ACL 2023
Explaining Predictive Uncertainty with Information Theoretic Shapley Values NIPS 2023
Towards Better Visualizing the Decision Basis of Networks via Unfold and Conquer Attribution Guidance AAAI 2023
Discriminative Feature Attributions: Bridging Post Hoc Explainability and Inherent Interpretability NIPS 2023