Leveraging Uncertainty for Finnish L2 Speech Scoring with LLMs

Ekaterina Voskoboinik; Nhan Phan; Tamás Grósz; Mikko Kurimo

Leveraging Uncertainty for Finnish L2 Speech Scoring with LLMs

Ekaterina Voskoboinik, Nhan Phan, Tamás Grósz, Mikko Kurimo

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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
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Pages:: 7–15
Language:
URL:: https://aclanthology.org/2025.aaas-1.2/
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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://aclanthology.org/2025.aaas-1.2.pdf

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@inproceedings{voskoboinik-etal-2025-leveraging,
    title = "Leveraging Uncertainty for {Finnish} {L2} Speech Scoring with {LLM}s",
    author = "Voskoboinik, Ekaterina  and
      Phan, Nhan  and
      Gr{\'o}sz, Tam{\'a}s  and
      Kurimo, Mikko",
    editor = "Kurimo, Mikko  and
      Grosz, Tamas",
    booktitle = "Proceedings of AAAS Workshop 2025 {--} Automatic Assessment of Atypical Speech",
    month = mar,
    year = "2025",
    address = "Tallinn, Estonia",
    publisher = "University of Tartu Library",
    url = "https://aclanthology.org/2025.aaas-1.2/",
    pages = "7--15",
    ISBN = "978-9908-53-115-1"
}

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%0 Conference Proceedings
%T Leveraging Uncertainty for Finnish L2 Speech Scoring with LLMs
%A Voskoboinik, Ekaterina
%A Phan, Nhan
%A Grósz, Tamás
%A Kurimo, Mikko
%Y Kurimo, Mikko
%Y Grosz, Tamas
%S Proceedings of AAAS Workshop 2025 – Automatic Assessment of Atypical Speech
%D 2025
%8 March
%I University of Tartu Library
%C Tallinn, Estonia
%@ 978-9908-53-115-1
%F voskoboinik-etal-2025-leveraging
%U https://aclanthology.org/2025.aaas-1.2/
%P 7-15

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Markdown (Informal)

[Leveraging Uncertainty for Finnish L2 Speech Scoring with LLMs](https://aclanthology.org/2025.aaas-1.2/) (Voskoboinik et al., AAAS 2025)

Leveraging Uncertainty for Finnish L2 Speech Scoring with LLMs (Voskoboinik et al., AAAS 2025)

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.