Multi-User Dialogue Systems and Controllable Language Generation

Nicolas Wagner


Abstract
My research interests include multi-user dialogue systems with a focus on user modelling and the development of moderation strategies. Contemporary Spoken Dialogue Systems (SDSs) frequently lack the ability to deal with more than one user simultaneously. Moreover, I am interested in researching on the Controllability of Language Generation using Large Language Models (LLMs). Our hypothesis is that an integration of explicit dialogue control signals improves the Controllability and Reliability of generated sequences independently of the underlying LLM.
Anthology ID:
2024.yrrsds-1.26
Volume:
Proceedings of the 20th Workshop of Young Researchers' Roundtable on Spoken Dialogue Systems
Month:
September
Year:
2024
Address:
Kyoto, Japan
Editors:
Koji Inoue, Yahui Fu, Agnes Axelsson, Atsumoto Ohashi, Brielen Madureira, Yuki Zenimoto, Biswesh Mohapatra, Armand Stricker, Sopan Khosla
Venues:
YRRSDS | WS
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
70–72
Language:
URL:
https://aclanthology.org/2024.yrrsds-1.26
DOI:
Bibkey:
Cite (ACL):
Nicolas Wagner. 2024. Multi-User Dialogue Systems and Controllable Language Generation. In Proceedings of the 20th Workshop of Young Researchers' Roundtable on Spoken Dialogue Systems, pages 70–72, Kyoto, Japan. Association for Computational Linguistics.
Cite (Informal):
Multi-User Dialogue Systems and Controllable Language Generation (Wagner, YRRSDS-WS 2024)
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PDF:
https://aclanthology.org/2024.yrrsds-1.26.pdf