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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Title	Date	Tasks	Status	Hype
Towards explainable artificial intelligence (XAI) for early anticipation of traffic accidents	Jul 31, 2021	Accident AnticipationDecision Making	CodeCode Available	0
Natural Language Counterfactual Explanations for Graphs Using Large Language Models	Oct 11, 2024	counterfactualExplainable artificial intelligence	CodeCode Available	0
Challenges facing the explainability of age prediction models: case study for two modalities	Mar 12, 2023	EEGElectroencephalogram (EEG)	CodeCode Available	0
Why model why? Assessing the strengths and limitations of LIME	Nov 30, 2020	Autonomous VehiclesBIG-bench Machine Learning	CodeCode Available	0
Natural language understanding for logical games	Oct 1, 2021	Explainable Artificial Intelligence (XAI)Natural Language Understanding	CodeCode Available	0
Conditional Feature Importance with Generative Modeling Using Adversarial Random Forests	Jan 19, 2025	Explainable artificial intelligenceExplainable Artificial Intelligence (XAI)	CodeCode Available	0
Watermarking Counterfactual Explanations	May 29, 2024	counterfactualExplainable artificial intelligence	CodeCode Available	0
Human-in-the-loop model explanation via verbatim boundary identification in generated neighborhoods	Jun 24, 2021	BIG-bench Machine LearningExplainable artificial intelligence	CodeCode Available	0
Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models	Apr 12, 2023	Event DetectionExplainable Artificial Intelligence (XAI)	CodeCode Available	0
IBO: Inpainting-Based Occlusion to Enhance Explainable Artificial Intelligence Evaluation in Histopathology	Aug 29, 2024	ClassificationDenoising	CodeCode Available	0

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