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Explainable AI
Research Group in Artificial Intelligence
 
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Conversational Explanations: Discussing Explainable AI with Non-AI Experts
Posted by Mark Field in Artificial Intelligence and Explainable AI
Explainable AI (XAI) aims to provide insights into the decisions made by AI models. To date, most XAI approaches provide only one-time, static explanations, which cannot cater to users' dive....
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....
Complying with the EU AI Act: Innovations in Explainable and User-Centric Hand G ...
Posted by Mark Field in Artificial Intelligence and Explainable AI
The EU AI Act underscores the importance of transparency, user-centricity, and robustness in AI systems, particularly for high-risk systems. In response, we present advancements in XentricAI....
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....