Poor Generalisation of Proficiency Classifiers Trained on Linguistic Complexity Features to New Writing Tasks

Emre Güçer; Soroosh Akef; Detmar Meurers

Poor Generalisation of Proficiency Classifiers Trained on Linguistic Complexity Features to New Writing Tasks

Emre Güçer, Soroosh Akef, Detmar Meurers

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Anthology ID:: 2026.nlp4call-1.24
Volume:: Proceedings of the 15th Workshop on Natural Language Processing for Computer Assisted Language Learning
Month:: November
Year:: 2026
Address:: Gothenburg, Sweden
Editors:: Arianna Masciolini, David Alfter, Herbert Lange, Ricardo Muñoz Sánchez, Ildikó Pilán, Elena Volodina
Venues:: NLP4CALL | WS
SIG:: SIGEDU
Publisher:: University of Tartu Library
Note:
Pages:: 314–333
Language:
URL:: https://aclanthology.org/2026.nlp4call-1.24/
DOI:
Bibkey:
Cite (ACL):: Emre Güçer, Soroosh Akef, and Detmar Meurers. 2026. Poor Generalisation of Proficiency Classifiers Trained on Linguistic Complexity Features to New Writing Tasks. In Proceedings of the 15th Workshop on Natural Language Processing for Computer Assisted Language Learning, pages 314–333, Gothenburg, Sweden. University of Tartu Library.
Cite (Informal):: Poor Generalisation of Proficiency Classifiers Trained on Linguistic Complexity Features to New Writing Tasks (Güçer et al., NLP4CALL 2026)
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PDF:: https://aclanthology.org/2026.nlp4call-1.24.pdf

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Preformatted

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    title = "Poor Generalisation of Proficiency Classifiers Trained on Linguistic Complexity Features to New Writing Tasks",
    author = {G{\"u}{\c{c}}er, Emre  and
      Akef, Soroosh  and
      Meurers, Detmar},
    editor = "Masciolini, Arianna  and
      Alfter, David  and
      Lange, Herbert  and
      Mu{\~n}oz S{\'a}nchez, Ricardo  and
      Pil{\'a}n, Ildik{\'o}  and
      Volodina, Elena",
    booktitle = "Proceedings of the 15th Workshop on Natural Language Processing for Computer Assisted Language Learning",
    month = nov,
    year = "2026",
    address = "Gothenburg, Sweden",
    publisher = "University of Tartu Library",
    url = "https://aclanthology.org/2026.nlp4call-1.24/",
    pages = "314--333",
    ISBN = "978-9985-4-1522-1"
}

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%0 Conference Proceedings
%T Poor Generalisation of Proficiency Classifiers Trained on Linguistic Complexity Features to New Writing Tasks
%A Güçer, Emre
%A Akef, Soroosh
%A Meurers, Detmar
%Y Masciolini, Arianna
%Y Alfter, David
%Y Lange, Herbert
%Y Muñoz Sánchez, Ricardo
%Y Pilán, Ildikó
%Y Volodina, Elena
%S Proceedings of the 15th Workshop on Natural Language Processing for Computer Assisted Language Learning
%D 2026
%8 November
%I University of Tartu Library
%C Gothenburg, Sweden
%@ 978-9985-4-1522-1
%F g-u-c-c-er-etal-2026-poor
%U https://aclanthology.org/2026.nlp4call-1.24/
%P 314-333

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Markdown (Informal)

[Poor Generalisation of Proficiency Classifiers Trained on Linguistic Complexity Features to New Writing Tasks](https://aclanthology.org/2026.nlp4call-1.24/) (Güçer et al., NLP4CALL 2026)

Poor Generalisation of Proficiency Classifiers Trained on Linguistic Complexity Features to New Writing Tasks (Güçer et al., NLP4CALL 2026)

ACL

Emre Güçer, Soroosh Akef, and Detmar Meurers. 2026. Poor Generalisation of Proficiency Classifiers Trained on Linguistic Complexity Features to New Writing Tasks. In Proceedings of the 15th Workshop on Natural Language Processing for Computer Assisted Language Learning, pages 314–333, Gothenburg, Sweden. University of Tartu Library.