SEP 10, 2026 · PREPRINT
Explainability Assistant: A Conversational XAI Interface for Interpreting Energy Consumption Models
arXiv
A proof-of-concept system evaluation with domain specialists showing improved usability over a comparator, but lacking rigorous human-factors methodology, sample size reporting, and peer review.
Reported
Intent-parsing accuracy94%
Prior system (TalkToModel) intent…76.8%
Expert preference for conversatio…unanimous