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

OpenXAI: Towards a Transparent Evaluation of Model Explanations NIPS 2022
Trees with Attention for Set Prediction Tasks ICML 2021
Marginal Contribution Feature Importance - an Axiomatic Approach for Explaining Data ICML 2021
Transformer Interpretability Beyond Attention Visualization CVPR 2021
SWAG: Superpixels Weighted by Average Gradients for Explanations of CNNs WACV 2021
KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference ACL 2021
ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning ACL 2021
GHOST at SemEval-2021 Task 5: Is explanation all you need? ACL 2021
BayLIME: Bayesian local interpretable model-agnostic explanations UAI 2021
GHOST at SemEval-2021 Task 5: Is explanation all you need? IJCNLP 2021
Learning to Explain: Generating Stable Explanations Fast IJCNLP 2021
Efficient Explanations from Empirical Explainers EMNLP 2021
ESRA: Explainable Scientific Research Assistant IJCNLP 2021
Attention Flows are Shapley Value Explanations ACL 2021
Learning to Explain: Generating Stable Explanations Fast ACL 2021
The Utility of Explainable AI in Ad Hoc Human-Machine Teaming NIPS 2021
If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques IJCAI 2021
GHOST at SemEval-2021 Task 5: Is explanation all you need? SEMEVAL 2021
Explaining Self-Supervised Image Representations with Visual Probing IJCAI 2021
Interpretable Self-Supervised Facial Micro-Expression Learning to Predict Cognitive State and Neurological Disorders AAAI 2021
RADAR-X: An Interactive Interface Pairing Contrastive Explanations with Revised Plan Suggestions AAAI 2021
xER: An Explainable Model for Entity Resolution using an Efficient Solution for the Clique Partitioning Problem NAACL 2021
ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning IJCNLP 2021
Quantifying Explainers of Graph Neural Networks in Computational Pathology CVPR 2021
On Generating Plausible Counterfactual and Semi-Factual Explanations for Deep Learning AAAI 2021