Towards Building Efficient Sentence BERT Models using Layer Pruning

Anushka Shelke; Riya Savant; Raviraj Joshi

Towards Building Efficient Sentence BERT Models using Layer Pruning

Anushka Shelke, Riya Savant, Raviraj Joshi

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Anthology ID:: 2024.paclic-1.68
Volume:: Proceedings of the 38th Pacific Asia Conference on Language, Information and Computation
Month:: December
Year:: 2024
Address:: Tokyo, Japan
Editors:: Nathaniel Oco, Shirley N. Dita, Ariane Macalinga Borlongan, Jong-Bok Kim
Venue:: PACLIC
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Publisher:: Tokyo University of Foreign Studies
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Pages:: 720–725
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URL:: https://aclanthology.org/2024.paclic-1.68/
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Cite (ACL):: Anushka Shelke, Riya Savant, and Raviraj Joshi. 2024. Towards Building Efficient Sentence BERT Models using Layer Pruning. In Proceedings of the 38th Pacific Asia Conference on Language, Information and Computation, pages 720–725, Tokyo, Japan. Tokyo University of Foreign Studies.
Cite (Informal):: Towards Building Efficient Sentence BERT Models using Layer Pruning (Shelke et al., PACLIC 2024)
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PDF:: https://aclanthology.org/2024.paclic-1.68.pdf

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@inproceedings{shelke-etal-2024-towards,
    title = "Towards Building Efficient Sentence {BERT} Models using Layer Pruning",
    author = "Shelke, Anushka  and
      Savant, Riya  and
      Joshi, Raviraj",
    editor = "Oco, Nathaniel  and
      Dita, Shirley N.  and
      Borlongan, Ariane Macalinga  and
      Kim, Jong-Bok",
    booktitle = "Proceedings of the 38th Pacific Asia Conference on Language, Information and Computation",
    month = dec,
    year = "2024",
    address = "Tokyo, Japan",
    publisher = "Tokyo University of Foreign Studies",
    url = "https://aclanthology.org/2024.paclic-1.68/",
    pages = "720--725"
}

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%0 Conference Proceedings
%T Towards Building Efficient Sentence BERT Models using Layer Pruning
%A Shelke, Anushka
%A Savant, Riya
%A Joshi, Raviraj
%Y Oco, Nathaniel
%Y Dita, Shirley N.
%Y Borlongan, Ariane Macalinga
%Y Kim, Jong-Bok
%S Proceedings of the 38th Pacific Asia Conference on Language, Information and Computation
%D 2024
%8 December
%I Tokyo University of Foreign Studies
%C Tokyo, Japan
%F shelke-etal-2024-towards
%U https://aclanthology.org/2024.paclic-1.68/
%P 720-725

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Markdown (Informal)

[Towards Building Efficient Sentence BERT Models using Layer Pruning](https://aclanthology.org/2024.paclic-1.68/) (Shelke et al., PACLIC 2024)

Towards Building Efficient Sentence BERT Models using Layer Pruning (Shelke et al., PACLIC 2024)

ACL

Anushka Shelke, Riya Savant, and Raviraj Joshi. 2024. Towards Building Efficient Sentence BERT Models using Layer Pruning. In Proceedings of the 38th Pacific Asia Conference on Language, Information and Computation, pages 720–725, Tokyo, Japan. Tokyo University of Foreign Studies.