Translation Surprisal Predicts Learner Error in L2 French Production: A Language-Pair-Specific Difficulty Feature for ICALL

Matteo Lanza

Translation Surprisal Predicts Learner Error in L2 French Production: A Language-Pair-Specific Difficulty Feature for ICALL

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Anthology ID:: 2026.nlp4call-1.19
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:: 256–268
Language:
URL:: https://aclanthology.org/2026.nlp4call-1.19/
DOI:
Bibkey:
Cite (ACL):: Matteo Lanza. 2026. Translation Surprisal Predicts Learner Error in L2 French Production: A Language-Pair-Specific Difficulty Feature for ICALL. In Proceedings of the 15th Workshop on Natural Language Processing for Computer Assisted Language Learning, pages 256–268, Gothenburg, Sweden. University of Tartu Library.
Cite (Informal):: Translation Surprisal Predicts Learner Error in L2 French Production: A Language-Pair-Specific Difficulty Feature for ICALL (Lanza, NLP4CALL 2026)
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PDF:: https://aclanthology.org/2026.nlp4call-1.19.pdf

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@inproceedings{lanza-2026-translation,
    title = "Translation Surprisal Predicts Learner Error in {L}2 {F}rench Production: A Language-Pair-Specific Difficulty Feature for {ICALL}",
    author = "Lanza, Matteo",
    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-1.19/",
    pages = "256--268",
    ISBN = "978-9985-4-1522-1"
}

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%0 Conference Proceedings
%T Translation Surprisal Predicts Learner Error in L2 French Production: A Language-Pair-Specific Difficulty Feature for ICALL
%A Lanza, Matteo
%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 lanza-2026-translation
%U https://aclanthology.org/2026.nlp4call-1.19/
%P 256-268

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Markdown (Informal)

[Translation Surprisal Predicts Learner Error in L2 French Production: A Language-Pair-Specific Difficulty Feature for ICALL](https://aclanthology.org/2026.nlp4call-1.19/) (Lanza, NLP4CALL 2026)

Translation Surprisal Predicts Learner Error in L2 French Production: A Language-Pair-Specific Difficulty Feature for ICALL (Lanza, NLP4CALL 2026)

ACL

Matteo Lanza. 2026. Translation Surprisal Predicts Learner Error in L2 French Production: A Language-Pair-Specific Difficulty Feature for ICALL. In Proceedings of the 15th Workshop on Natural Language Processing for Computer Assisted Language Learning, pages 256–268, Gothenburg, Sweden. University of Tartu Library.