Publication
Conversational XAI and Explanation Dialogues
Nils Feldhus
In: Koji Inoue; Yahui Fu; Agnes Axelsson; Atsumoto Ohashi; Brielen Madureira; Yuki Zenimoto; Biswesh Mohapatra; Armand Stricker; Sopan Khosla (Hrsg.). Proceedings of the 20th Workshop of Young Researchers' Roundtable on Spoken Dialogue Systems. Young Researchers' Roundtable on Spoken Dialogue Systems (YRRSDS-2024), located at Annual SIGdial Meeting on Discourse and Dialogue, Kyoto, Japan, Pages 1-4, Association for Computational Linguistics, 9/2024.
Abstract
My main research interest is human-centric explainability, i.e., making language models more interpretable by building applications that lower the barrier of entry to explanations. I am enthusiastic about interactive systems that pique the interest of more people beyond just the experts to learn about the inner workings of language models. My hypothesis is that users of language model applications and dialogue systems are more satisfied and trustworthy if they can look behind the curtain and get easy access to explanations of their behavior.