How Is Context Important in Named Entity Recognition? A Comparison of Non-contextual and Contextual Word Embeddings

Dawid Smalcuga; Piotr Andruszkiewicz

How Is Context Important in Named Entity Recognition? A Comparison of Non-contextual and Contextual Word Embeddings

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Anthology ID:: 2025.paclic-1.69
Volume:: Proceedings of the 39th Pacific Asia Conference on Language, Information and Computation
Month:: December
Year:: 2025
Address:: Hanoi, Vietnam
Editors:: Chu-Ren Huang, Yasunari Harada, Jong-Bok Kim, Nguyen T.M. Huyen, Le Thanh Huong, Pham Hien, Emmanuele Chersoni, Le Minh Nguyen, Rachel Edita Oñate Roxas, Sherly Dita
Venue:: PACLIC
SIG:
Publisher:: Association for Computational Linguistics
Note:
Pages:: 755–763
Language:
URL:: https://aclanthology.org/2025.paclic-1.69/
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Bibkey:
Cite (ACL):: Dawid Smalcuga and Piotr Andruszkiewicz. 2025. How Is Context Important in Named Entity Recognition? A Comparison of Non-contextual and Contextual Word Embeddings. In Proceedings of the 39th Pacific Asia Conference on Language, Information and Computation, pages 755–763, Hanoi, Vietnam. Association for Computational Linguistics.
Cite (Informal):: How Is Context Important in Named Entity Recognition? A Comparison of Non-contextual and Contextual Word Embeddings (Smalcuga & Andruszkiewicz, PACLIC 2025)
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PDF:: https://aclanthology.org/2025.paclic-1.69.pdf

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    title = "How Is Context Important in Named Entity Recognition? A Comparison of Non-contextual and Contextual Word Embeddings",
    author = "Smalcuga, Dawid  and
      Andruszkiewicz, Piotr",
    editor = "Huang, Chu-Ren  and
      Harada, Yasunari  and
      Kim, Jong-Bok  and
      Huyen, Nguyen T.M.  and
      Huong, Le Thanh  and
      Hien, Pham  and
      Chersoni, Emmanuele  and
      Nguyen, Le Minh  and
      Roxas, Rachel Edita O{\~n}ate  and
      Dita, Sherly",
    booktitle = "Proceedings of the 39th Pacific {A}sia Conference on Language, Information and Computation",
    month = dec,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.paclic-1.69/",
    pages = "755--763"
}

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%0 Conference Proceedings
%T How Is Context Important in Named Entity Recognition? A Comparison of Non-contextual and Contextual Word Embeddings
%A Smalcuga, Dawid
%A Andruszkiewicz, Piotr
%Y Huang, Chu-Ren
%Y Harada, Yasunari
%Y Kim, Jong-Bok
%Y Huyen, Nguyen T.M.
%Y Huong, Le Thanh
%Y Hien, Pham
%Y Chersoni, Emmanuele
%Y Nguyen, Le Minh
%Y Roxas, Rachel Edita Oñate
%Y Dita, Sherly
%S Proceedings of the 39th Pacific Asia Conference on Language, Information and Computation
%D 2025
%8 December
%I Association for Computational Linguistics
%C Hanoi, Vietnam
%F smalcuga-andruszkiewicz-2025-context
%U https://aclanthology.org/2025.paclic-1.69/
%P 755-763

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Markdown (Informal)

[How Is Context Important in Named Entity Recognition? A Comparison of Non-contextual and Contextual Word Embeddings](https://aclanthology.org/2025.paclic-1.69/) (Smalcuga & Andruszkiewicz, PACLIC 2025)

How Is Context Important in Named Entity Recognition? A Comparison of Non-contextual and Contextual Word Embeddings (Smalcuga & Andruszkiewicz, PACLIC 2025)

ACL

Dawid Smalcuga and Piotr Andruszkiewicz. 2025. How Is Context Important in Named Entity Recognition? A Comparison of Non-contextual and Contextual Word Embeddings. In Proceedings of the 39th Pacific Asia Conference on Language, Information and Computation, pages 755–763, Hanoi, Vietnam. Association for Computational Linguistics.