PREME: Preference-based Meeting Exploration through an Interactive Questionnaire

Negar Arabzadeh, Ali Ahmadvand, Julia Kiseleva, Yang Liu, Ahmed Hassan Awadallah, Ming Zhong, Milad Shokouhi


Abstract
The recent increase in the volume of online meetings necessitates automated tools for organizing the material, especially when an attendee has missed the discussion and needs assistance in quickly exploring it. In this work, we propose a novel end-to-end framework for generating interactive questionnaires for preference-based meeting exploration. As a result, users are supplied with a list of suggested questions reflecting their preferences. Since the task is new, we introduce an automatic evaluation strategy by measuring how much the generated questions via questionnaire are answerable to ensure factual correctness and covers the source meeting for the depth of possible exploration.
Anthology ID:
2023.findings-eacl.25
Volume:
Findings of the Association for Computational Linguistics: EACL 2023
Month:
May
Year:
2023
Address:
Dubrovnik, Croatia
Editors:
Andreas Vlachos, Isabelle Augenstein
Venue:
Findings
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
331–342
Language:
URL:
https://aclanthology.org/2023.findings-eacl.25
DOI:
10.18653/v1/2023.findings-eacl.25
Bibkey:
Cite (ACL):
Negar Arabzadeh, Ali Ahmadvand, Julia Kiseleva, Yang Liu, Ahmed Hassan Awadallah, Ming Zhong, and Milad Shokouhi. 2023. PREME: Preference-based Meeting Exploration through an Interactive Questionnaire. In Findings of the Association for Computational Linguistics: EACL 2023, pages 331–342, Dubrovnik, Croatia. Association for Computational Linguistics.
Cite (Informal):
PREME: Preference-based Meeting Exploration through an Interactive Questionnaire (Arabzadeh et al., Findings 2023)
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PDF:
https://aclanthology.org/2023.findings-eacl.25.pdf
Video:
 https://aclanthology.org/2023.findings-eacl.25.mp4