AutoSpecNER: A Fine-Grained Named Entity Recognition Dataset for Vehicle Specification Extraction

Jordan Lee; Filippos Ventirozos; Abdirahman Abdullahm; Ioanna Nteka; Peter Appleby; Matthew Shardlow

AutoSpecNER: A Fine-Grained Named Entity Recognition Dataset for Vehicle Specification Extraction

Jordan Lee, Filippos Ventirozos, Abdirahman Abdullahm, Ioanna Nteka, Peter Appleby, Matthew Shardlow

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Anthology ID:: 2026.icnlsp-1.8
Volume:: Proceedings of the 9th International Conference on Natural Language and Speech Processing (ICNLSP-2026)
Month:: September
Year:: 2026
Address:: University of Trento, Trento, Italy
Editors:: Mourad Abbas, Abed Alhakim Freihat
Venue:: ICNLSP
SIG:
Publisher:: Association for Computational Linguistics
Note:
Pages:: 67–81
Language:
URL:: https://aclanthology.org/2026.icnlsp-1.8/
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Cite (ACL):: Jordan Lee, Filippos Ventirozos, Abdirahman Abdullahm, Ioanna Nteka, Peter Appleby, and Matthew Shardlow. 2026. AutoSpecNER: A Fine-Grained Named Entity Recognition Dataset for Vehicle Specification Extraction. In Proceedings of the 9th International Conference on Natural Language and Speech Processing (ICNLSP-2026), pages 67–81, University of Trento, Trento, Italy. Association for Computational Linguistics.
Cite (Informal):: AutoSpecNER: A Fine-Grained Named Entity Recognition Dataset for Vehicle Specification Extraction (Lee et al., ICNLSP 2026)
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PDF:: https://aclanthology.org/2026.icnlsp-1.8.pdf

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MODS XML
Endnote
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@inproceedings{lee-etal-2026-autospecner,
    title = "{A}uto{S}pec{NER}: A Fine-Grained Named Entity Recognition Dataset for Vehicle Specification Extraction",
    author = "Lee, Jordan  and
      Ventirozos, Filippos  and
      Abdullahm, Abdirahman  and
      Nteka, Ioanna  and
      Appleby, Peter  and
      Shardlow, Matthew",
    editor = "Abbas, Mourad  and
      Freihat, Abed Alhakim",
    booktitle = "Proceedings of the 9th International Conference on Natural Language and Speech Processing ({ICNLSP}-2026)",
    month = sep,
    year = "2026",
    address = "University of Trento, Trento, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.icnlsp-1.8/",
    pages = "67--81",
    ISBN = "979-8-89176-458-3"
}

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<?xml version="1.0" encoding="UTF-8"?>
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<mods ID="lee-etal-2026-autospecner">
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%0 Conference Proceedings
%T AutoSpecNER: A Fine-Grained Named Entity Recognition Dataset for Vehicle Specification Extraction
%A Lee, Jordan
%A Ventirozos, Filippos
%A Abdullahm, Abdirahman
%A Nteka, Ioanna
%A Appleby, Peter
%A Shardlow, Matthew
%Y Abbas, Mourad
%Y Freihat, Abed Alhakim
%S Proceedings of the 9th International Conference on Natural Language and Speech Processing (ICNLSP-2026)
%D 2026
%8 September
%I Association for Computational Linguistics
%C University of Trento, Trento, Italy
%@ 979-8-89176-458-3
%F lee-etal-2026-autospecner
%U https://aclanthology.org/2026.icnlsp-1.8/
%P 67-81

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Markdown (Informal)

[AutoSpecNER: A Fine-Grained Named Entity Recognition Dataset for Vehicle Specification Extraction](https://aclanthology.org/2026.icnlsp-1.8/) (Lee et al., ICNLSP 2026)

AutoSpecNER: A Fine-Grained Named Entity Recognition Dataset for Vehicle Specification Extraction (Lee et al., ICNLSP 2026)

ACL

Jordan Lee, Filippos Ventirozos, Abdirahman Abdullahm, Ioanna Nteka, Peter Appleby, and Matthew Shardlow. 2026. AutoSpecNER: A Fine-Grained Named Entity Recognition Dataset for Vehicle Specification Extraction. In Proceedings of the 9th International Conference on Natural Language and Speech Processing (ICNLSP-2026), pages 67–81, University of Trento, Trento, Italy. Association for Computational Linguistics.