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://preview.aclanthology.org/jlcl-multiple-ingestion/2024.nlp4call-1.11/
- DOI:
- 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 2024)
- PDF:
- https://preview.aclanthology.org/jlcl-multiple-ingestion/2024.nlp4call-1.11.pdf