conftrace_

explainable ai

480 papers

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Co-occurring keywords

feature attribution (280) explainable artificial intelligence (130) large language model (13587) model interpretability (519) text classification (6793) counterfactual explanation (139) neural network (6616) shapley value (206) graph neural network (3962) saliency map (125)

Papers

A Framework for Learning Ante-Hoc Explainable Models via Concepts CVPR 2022
Logic Rule Guided Attribution with Dynamic Ablation AAAI 2022
OrphicX: A Causality-Inspired Latent Variable Model for Interpreting Graph Neural Networks CVPR 2022
Training Characteristic Functions with Reinforcement Learning: XAI-methods play Connect Four ICML 2022
Consistent Sufficient Explanations and Minimal Local Rules for explaining the decision of any classifier or regressor NIPS 2022
DARE: Disentanglement-Augmented Rationale Extraction NIPS 2022
Task-Agnostic Graph Explanations NIPS 2022
Explicable Policy Search NIPS 2022
Hierarchical Attention Network for Explainable Depression Detection on Twitter Aided by Metaphor Concept Mappings COLING 2022
Explainable and Local Correction of Classification Models Using Decision Trees AAAI 2022
A Rigorous Study of Integrated Gradients Method and Extensions to Internal Neuron Attributions ICML 2022
A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News Detection COLING 2022
X-MIR: EXplainable Medical Image Retrieval WACV 2022
e-CARE: a New Dataset for Exploring Explainable Causal Reasoning ACL 2022
A Novel Framework Based on Medical Concept Driven Attention for Explainable Medical Code Prediction via External Knowledge ACL 2022
Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation ACL 2022
Model Distillation for Faithful Explanations of Medical Code Predictions ACL 2022
ExplainIt!: A Tool for Computing Robust Attributions of DNNs IJCAI 2022
On Black-Box Explanation for Face Verification WACV 2022
Mutual Understanding in Human-Machine Teaming AAAI 2022
OccAM's Laser: Occlusion-Based Attribution Maps for 3D Object Detectors on LiDAR Data CVPR 2022
A Joint Learning Framework for Restaurant Survival Prediction and Explanation EMNLP 2022
Learning to Explain Selectively: A Case Study on Question Answering EMNLP 2022
XAI Beyond Classification: Interpretable Neural Clustering JMLR 2022
Implications of Model Indeterminacy for Explanations of Automated Decisions NIPS 2022