Leveraging Uncertainty for Finnish L2 Speech Scoring with LLMs

Ekaterina Voskoboinik, Nhan Phan, Tamás Grósz, Mikko Kurimo


Anthology ID:
2025.aaas-1.2
Volume:
Proceedings of AAAS Workshop 2025 – Automatic Assessment of Atypical Speech
Month:
march
Year:
2025
Address:
Tallinn, Estonia
Editors:
Mikko Kurimo, Tamas Grosz
Venues:
AAAS | WS
SIG:
Publisher:
University of Tartu Library
Note:
Pages:
7–15
Language:
URL:
https://preview.aclanthology.org/fix-sig-urls/2025.aaas-1.2/
DOI:
Bibkey:
Cite (ACL):
Ekaterina Voskoboinik, Nhan Phan, Tamás Grósz, and Mikko Kurimo. 2025. Leveraging Uncertainty for Finnish L2 Speech Scoring with LLMs. In Proceedings of AAAS Workshop 2025 – Automatic Assessment of Atypical Speech, pages 7–15, Tallinn, Estonia. University of Tartu Library.
Cite (Informal):
Leveraging Uncertainty for Finnish L2 Speech Scoring with LLMs (Voskoboinik et al., AAAS 2025)
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PDF:
https://preview.aclanthology.org/fix-sig-urls/2025.aaas-1.2.pdf