3 citations · 3 across the 3 of their papers we have counts for
3 papers
How Developers Experience Debugging Unfamiliar Codebases with Code Tours Generated and Evaluated by Local LLMs
Martin Balfroid, Julien Albert, Dzenatan Aliti +2
Code tours are interactive, onboarding documentation to guide developers through a codebase. Large Language Models (LLMs) can automatically synthesize code tours. Prior work on cod…
User Preferences for Large Language Model versus Template-Based Explanations of Movie Recommendations: A Pilot Study
Julien Albert, Martin Balfroid, Miriam Doh +6
Recommender systems have become integral to our digital experiences, from online shopping to streaming platforms. Still, the rationale behind their suggestions often remains opaque…
An Experimental Investigation into the Evaluation of Explainability Methods
Sédrick Stassin, Alexandre Englebert, Géraldin Nanfack +7
EXplainable Artificial Intelligence (XAI) aims to help users to grasp the reasoning behind the predictions of an Artificial Intelligence (AI) system. Many XAI approaches have emerg…