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Explainable AI
Research Group in Artificial Intelligence
 
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Less or More: Towards Glanceable Explanations for LLM Recommendations Using Ultr ...
Posted by Mark Field in Artificial Intelligence and Explainable AI
Large Language Models (LLMs) have shown remarkable potential in recommending everyday actions as personal AI assistants, while Explainable AI (XAI) techniques are being increasingly utilized....
How to explain it to data scientists' A mixed-methods user study about explainab ...
Posted by Mark Field in Artificial Intelligence and Explainable AI
In the context of explainable artificial intelligence (XAI), limited research has identified role-specific explanation needs. This study investigates the explanation needs of data scientists....
Enhancing Disinformation Detection with Explainable AI and Named Entity Replacem ...
Posted by Mark Field in Artificial Intelligence and Explainable AI
The automatic detection of disinformation presents a significant challenge in the field of natural language processing. This task addresses a multifaceted societal and communication issue, w....
Integration of Explainable AI Techniques with Large Language Models for Enhanced ...
Posted by Mark Field in Artificial Intelligence and Explainable AI
Interpretability remains a key difficulty in sentiment analysis with Large Language Models (LLMs), particularly in high-stakes applications where it is crucial to comprehend the rationale be....