Does Financial Speech Need Continual Learning Regularization? A Study of EWC and mini-KFAC on Earnings Call ASR

Thai Quoc On; Homayoon Beigi

Does Financial Speech Need Continual Learning Regularization? A Study of EWC and mini-KFAC on Earnings Call ASR

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Anthology ID:: 2026.icnlsp-1.1
Volume:: Proceedings of the 9th International Conference on Natural Language and Speech Processing (ICNLSP-2026)
Month:: September
Year:: 2026
Address:: University of Trento, Trento, Italy
Editors:: Mourad Abbas, Abed Alhakim Freihat
Venue:: ICNLSP
SIG:
Publisher:: Association for Computational Linguistics
Note:
Pages:: 1–10
Language:
URL:: https://aclanthology.org/2026.icnlsp-1.1/
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Bibkey:
Cite (ACL):: Thai Quoc On and Homayoon Beigi. 2026. Does Financial Speech Need Continual Learning Regularization? A Study of EWC and mini-KFAC on Earnings Call ASR. In Proceedings of the 9th International Conference on Natural Language and Speech Processing (ICNLSP-2026), pages 1–10, University of Trento, Trento, Italy. Association for Computational Linguistics.
Cite (Informal):: Does Financial Speech Need Continual Learning Regularization? A Study of EWC and mini-KFAC on Earnings Call ASR (On & Beigi, ICNLSP 2026)
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PDF:: https://aclanthology.org/2026.icnlsp-1.1.pdf

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@inproceedings{on-beigi-2026-financial,
    title = "Does Financial Speech Need Continual Learning Regularization? A Study of {EWC} and mini-{KFAC} on Earnings Call {ASR}",
    author = "On, Thai Quoc  and
      Beigi, Homayoon",
    editor = "Abbas, Mourad  and
      Freihat, Abed Alhakim",
    booktitle = "Proceedings of the 9th International Conference on Natural Language and Speech Processing ({ICNLSP}-2026)",
    month = sep,
    year = "2026",
    address = "University of Trento, Trento, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.icnlsp-1.1/",
    pages = "1--10",
    ISBN = "979-8-89176-458-3"
}

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%0 Conference Proceedings
%T Does Financial Speech Need Continual Learning Regularization? A Study of EWC and mini-KFAC on Earnings Call ASR
%A On, Thai Quoc
%A Beigi, Homayoon
%Y Abbas, Mourad
%Y Freihat, Abed Alhakim
%S Proceedings of the 9th International Conference on Natural Language and Speech Processing (ICNLSP-2026)
%D 2026
%8 September
%I Association for Computational Linguistics
%C University of Trento, Trento, Italy
%@ 979-8-89176-458-3
%F on-beigi-2026-financial
%U https://aclanthology.org/2026.icnlsp-1.1/
%P 1-10

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Markdown (Informal)

[Does Financial Speech Need Continual Learning Regularization? A Study of EWC and mini-KFAC on Earnings Call ASR](https://aclanthology.org/2026.icnlsp-1.1/) (On & Beigi, ICNLSP 2026)

Does Financial Speech Need Continual Learning Regularization? A Study of EWC and mini-KFAC on Earnings Call ASR (On & Beigi, ICNLSP 2026)

ACL

Thai Quoc On and Homayoon Beigi. 2026. Does Financial Speech Need Continual Learning Regularization? A Study of EWC and mini-KFAC on Earnings Call ASR. In Proceedings of the 9th International Conference on Natural Language and Speech Processing (ICNLSP-2026), pages 1–10, University of Trento, Trento, Italy. Association for Computational Linguistics.