Jingle BERT, Jingle BERT, Frozen All the Way: Freezing Layers to Identify CEFR Levels of Second Language Learners Using BERT

Ricardo Muñoz Sánchez, David Alfter, Simon Dobnik, Maria Irena Szawerna, Elena Volodina


Anthology ID:
2024.nlp4call-1.11
Volume:
Proceedings of the 13th Workshop on Natural Language Processing for Computer Assisted Language Learning
Month:
October
Year:
2024
Address:
Rennes, France
Editors:
Thomas Gaillat, Cyriel Mallart, Fabienne Moreau, Jen-Yu Li, Griselda Drouet, David Alfter, Elena Volodina, Arne Jönsson
Venues:
NLP4CALL | WS
SIG:
SIGEDU
Publisher:
LiU Electronic Press
Note:
Pages:
137–152
Language:
URL:
https://aclanthology.org/2024.nlp4call-1.11
DOI:
Bibkey:
Cite (ACL):
Ricardo Muñoz Sánchez, David Alfter, Simon Dobnik, Maria Irena Szawerna, and Elena Volodina. 2024. Jingle BERT, Jingle BERT, Frozen All the Way: Freezing Layers to Identify CEFR Levels of Second Language Learners Using BERT. In Proceedings of the 13th Workshop on Natural Language Processing for Computer Assisted Language Learning, pages 137–152, Rennes, France. LiU Electronic Press.
Cite (Informal):
Jingle BERT, Jingle BERT, Frozen All the Way: Freezing Layers to Identify CEFR Levels of Second Language Learners Using BERT (Muñoz Sánchez et al., NLP4CALL-WS 2024)
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PDF:
https://aclanthology.org/2024.nlp4call-1.11.pdf