@inproceedings{feldhus-2024-conversational,
title = "Conversational {XAI} and Explanation Dialogues",
author = "Feldhus, Nils",
editor = "Inoue, Koji and
Fu, Yahui and
Axelsson, Agnes and
Ohashi, Atsumoto and
Madureira, Brielen and
Zenimoto, Yuki and
Mohapatra, Biswesh and
Stricker, Armand and
Khosla, Sopan",
booktitle = "Proceedings of the 20th Workshop of Young Researchers' Roundtable on Spoken Dialogue Systems",
month = sep,
year = "2024",
address = "Kyoto, Japan",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2024.yrrsds-1.1",
pages = "1--4",
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.",
}
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%0 Conference Proceedings
%T Conversational XAI and Explanation Dialogues
%A Feldhus, Nils
%Y Inoue, Koji
%Y Fu, Yahui
%Y Axelsson, Agnes
%Y Ohashi, Atsumoto
%Y Madureira, Brielen
%Y Zenimoto, Yuki
%Y Mohapatra, Biswesh
%Y Stricker, Armand
%Y Khosla, Sopan
%S Proceedings of the 20th Workshop of Young Researchers’ Roundtable on Spoken Dialogue Systems
%D 2024
%8 September
%I Association for Computational Linguistics
%C Kyoto, Japan
%F feldhus-2024-conversational
%X 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.
%U https://aclanthology.org/2024.yrrsds-1.1
%P 1-4
Markdown (Informal)
[Conversational XAI and Explanation Dialogues](https://aclanthology.org/2024.yrrsds-1.1) (Feldhus, YRRSDS-WS 2024)
ACL
- Nils Feldhus. 2024. Conversational XAI and Explanation Dialogues. In Proceedings of the 20th Workshop of Young Researchers' Roundtable on Spoken Dialogue Systems, pages 1–4, Kyoto, Japan. Association for Computational Linguistics.