Not all layers are equally as important: Every Layer Counts BERT

Lucas Georges Gabriel Charpentier; David Samuel

doi:10.18653/v1/2023.conll-babylm.20

Not all layers are equally as important: Every Layer Counts BERT

Lucas Georges Gabriel Charpentier, David Samuel

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Anthology ID:: 2023.conll-babylm.20
Volume:: Proceedings of the BabyLM Challenge at the 27th Conference on Computational Natural Language Learning
Month:: December
Year:: 2023
Address:: Singapore
Editors:: Alex Warstadt, Aaron Mueller, Leshem Choshen, Ethan Wilcox, Chengxu Zhuang, Juan Ciro, Rafael Mosquera, Bhargavi Paranjabe, Adina Williams, Tal Linzen, Ryan Cotterell
Venues:: CoNLL | BabyLM | WS
SIG:
Publisher:: Association for Computational Linguistics
Note:
Pages:: 238–252
Language:
URL:: https://aclanthology.org/2023.conll-babylm.20/
DOI:: 10.18653/v1/2023.conll-babylm.20
Bibkey:
Cite (ACL):: Lucas Georges Gabriel Charpentier and David Samuel. 2023. Not all layers are equally as important: Every Layer Counts BERT. In Proceedings of the BabyLM Challenge at the 27th Conference on Computational Natural Language Learning, pages 238–252, Singapore. Association for Computational Linguistics.
Cite (Informal):: Not all layers are equally as important: Every Layer Counts BERT (Georges Gabriel Charpentier & Samuel, CoNLL-BabyLM 2023)
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PDF:: https://aclanthology.org/2023.conll-babylm.20.pdf

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@inproceedings{georges-gabriel-charpentier-samuel-2023-layers,
    title = "Not all layers are equally as important: Every Layer Counts {BERT}",
    author = "Georges Gabriel Charpentier, Lucas  and
      Samuel, David",
    editor = "Warstadt, Alex  and
      Mueller, Aaron  and
      Choshen, Leshem  and
      Wilcox, Ethan  and
      Zhuang, Chengxu  and
      Ciro, Juan  and
      Mosquera, Rafael  and
      Paranjabe, Bhargavi  and
      Williams, Adina  and
      Linzen, Tal  and
      Cotterell, Ryan",
    booktitle = "Proceedings of the BabyLM Challenge at the 27th Conference on Computational Natural Language Learning",
    month = dec,
    year = "2023",
    address = "Singapore",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.conll-babylm.20/",
    doi = "10.18653/v1/2023.conll-babylm.20",
    pages = "238--252"
}

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%0 Conference Proceedings
%T Not all layers are equally as important: Every Layer Counts BERT
%A Georges Gabriel Charpentier, Lucas
%A Samuel, David
%Y Warstadt, Alex
%Y Mueller, Aaron
%Y Choshen, Leshem
%Y Wilcox, Ethan
%Y Zhuang, Chengxu
%Y Ciro, Juan
%Y Mosquera, Rafael
%Y Paranjabe, Bhargavi
%Y Williams, Adina
%Y Linzen, Tal
%Y Cotterell, Ryan
%S Proceedings of the BabyLM Challenge at the 27th Conference on Computational Natural Language Learning
%D 2023
%8 December
%I Association for Computational Linguistics
%C Singapore
%F georges-gabriel-charpentier-samuel-2023-layers
%R 10.18653/v1/2023.conll-babylm.20
%U https://aclanthology.org/2023.conll-babylm.20/
%U https://doi.org/10.18653/v1/2023.conll-babylm.20
%P 238-252

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Markdown (Informal)

[Not all layers are equally as important: Every Layer Counts BERT](https://aclanthology.org/2023.conll-babylm.20/) (Georges Gabriel Charpentier & Samuel, CoNLL-BabyLM 2023)

Not all layers are equally as important: Every Layer Counts BERT (Georges Gabriel Charpentier & Samuel, CoNLL-BabyLM 2023)

ACL

Lucas Georges Gabriel Charpentier and David Samuel. 2023. Not all layers are equally as important: Every Layer Counts BERT. In Proceedings of the BabyLM Challenge at the 27th Conference on Computational Natural Language Learning, pages 238–252, Singapore. Association for Computational Linguistics.