Context-Aware Search Space Adaptation of Hyperparameters and Architectures for AutoML in Text Classification

Parisa Safikhani; David Broneske

Context-Aware Search Space Adaptation of Hyperparameters and Architectures for AutoML in Text Classification

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Anthology ID:: 2025.clicit-1.95
Volume:: Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025)
Month:: September
Year:: 2025
Address:: Cagliari, Italy
Editors:: Cristina Bosco, Elisabetta Jezek, Marco Polignano, Manuela Sanguinetti
Venue:: CLiC-it
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Publisher:: CEUR Workshop Proceedings
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Pages:: 1018–1027
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URL:: https://aclanthology.org/2025.clicit-1.95/
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Cite (ACL):: Parisa Safikhani and David Broneske. 2025. Context-Aware Search Space Adaptation of Hyperparameters and Architectures for AutoML in Text Classification. In Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), pages 1018–1027, Cagliari, Italy. CEUR Workshop Proceedings.
Cite (Informal):: Context-Aware Search Space Adaptation of Hyperparameters and Architectures for AutoML in Text Classification (Safikhani & Broneske, CLiC-it 2025)
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@inproceedings{safikhani-broneske-2025-context,
    title = "Context-Aware Search Space Adaptation of Hyperparameters and Architectures for {A}uto{ML} in Text Classification",
    author = "Safikhani, Parisa  and
      Broneske, David",
    editor = "Bosco, Cristina  and
      Jezek, Elisabetta  and
      Polignano, Marco  and
      Sanguinetti, Manuela",
    booktitle = "Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025)",
    month = sep,
    year = "2025",
    address = "Cagliari, Italy",
    publisher = "CEUR Workshop Proceedings",
    url = "https://aclanthology.org/2025.clicit-1.95/",
    pages = "1018--1027",
    ISBN = "979-12-243-0587-3"
}

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%0 Conference Proceedings
%T Context-Aware Search Space Adaptation of Hyperparameters and Architectures for AutoML in Text Classification
%A Safikhani, Parisa
%A Broneske, David
%Y Bosco, Cristina
%Y Jezek, Elisabetta
%Y Polignano, Marco
%Y Sanguinetti, Manuela
%S Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025)
%D 2025
%8 September
%I CEUR Workshop Proceedings
%C Cagliari, Italy
%@ 979-12-243-0587-3
%F safikhani-broneske-2025-context
%U https://aclanthology.org/2025.clicit-1.95/
%P 1018-1027

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Markdown (Informal)

[Context-Aware Search Space Adaptation of Hyperparameters and Architectures for AutoML in Text Classification](https://aclanthology.org/2025.clicit-1.95/) (Safikhani & Broneske, CLiC-it 2025)

Context-Aware Search Space Adaptation of Hyperparameters and Architectures for AutoML in Text Classification (Safikhani & Broneske, CLiC-it 2025)

ACL

Parisa Safikhani and David Broneske. 2025. Context-Aware Search Space Adaptation of Hyperparameters and Architectures for AutoML in Text Classification. In Proceedings of the Eleventh Italian Conference on Computational Linguistics (CLiC-it 2025), pages 1018–1027, Cagliari, Italy. CEUR Workshop Proceedings.