Data Augmentation for Historical NER: A Systematic Comparison of Lexical and LLM-based Approaches

Léa Blinière; Maud Ehrmann; Emanuela Boroş; Simon Clematide; Frédéric Kaplan

Data Augmentation for Historical NER: A Systematic Comparison of Lexical and LLM-based Approaches

Léa Blinière, Maud Ehrmann, Emanuela Boros, Simon Clematide, Frederic Kaplan

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Anthology ID:: 2026.swisstext-1.14
Volume:: Proceedings of the 11th Edition of the Swiss Text Analytics Conference
Month:: June
Year:: 2026
Address:: Zurich, Switzerland
Editors:: Rico Sennrich, Gerold Schneider, Tilia Ellendorff, Yingqiang Gao, Jannis Vamvas, Mark Cieliebak
Venue:: SwissText
SIG:
Publisher:: Association for Computational Linguistics
Note:
Pages:: 154–170
Language:
URL:: https://aclanthology.org/2026.swisstext-1.14/
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Bibkey:
Cite (ACL):: Léa Blinière, Maud Ehrmann, Emanuela Boros, Simon Clematide, and Frederic Kaplan. 2026. Data Augmentation for Historical NER: A Systematic Comparison of Lexical and LLM-based Approaches. In Proceedings of the 11th Edition of the Swiss Text Analytics Conference, pages 154–170, Zurich, Switzerland. Association for Computational Linguistics.
Cite (Informal):: Data Augmentation for Historical NER: A Systematic Comparison of Lexical and LLM-based Approaches (Blinière et al., SwissText 2026)
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PDF:: https://aclanthology.org/2026.swisstext-1.14.pdf

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    title = "Data Augmentation for Historical {NER}: A Systematic Comparison of Lexical and {LLM}-based Approaches",
    author = "Blini{\`e}re, L{\'e}a  and
      Ehrmann, Maud  and
      Boros, Emanuela  and
      Clematide, Simon  and
      Kaplan, Frederic",
    editor = "Sennrich, Rico  and
      Schneider, Gerold  and
      Ellendorff, Tilia  and
      Gao, Yingqiang  and
      Vamvas, Jannis  and
      Cieliebak, Mark",
    booktitle = "Proceedings of the 11th Edition of the {S}wiss Text Analytics Conference",
    month = jun,
    year = "2026",
    address = "Zurich, Switzerland",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.swisstext-1.14/",
    pages = "154--170"
}

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%0 Conference Proceedings
%T Data Augmentation for Historical NER: A Systematic Comparison of Lexical and LLM-based Approaches
%A Blinière, Léa
%A Ehrmann, Maud
%A Boros, Emanuela
%A Clematide, Simon
%A Kaplan, Frederic
%Y Sennrich, Rico
%Y Schneider, Gerold
%Y Ellendorff, Tilia
%Y Gao, Yingqiang
%Y Vamvas, Jannis
%Y Cieliebak, Mark
%S Proceedings of the 11th Edition of the Swiss Text Analytics Conference
%D 2026
%8 June
%I Association for Computational Linguistics
%C Zurich, Switzerland
%F bliniere-etal-2026-data
%U https://aclanthology.org/2026.swisstext-1.14/
%P 154-170

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Markdown (Informal)

[Data Augmentation for Historical NER: A Systematic Comparison of Lexical and LLM-based Approaches](https://aclanthology.org/2026.swisstext-1.14/) (Blinière et al., SwissText 2026)

Data Augmentation for Historical NER: A Systematic Comparison of Lexical and LLM-based Approaches (Blinière et al., SwissText 2026)

ACL

Léa Blinière, Maud Ehrmann, Emanuela Boros, Simon Clematide, and Frederic Kaplan. 2026. Data Augmentation for Historical NER: A Systematic Comparison of Lexical and LLM-based Approaches. In Proceedings of the 11th Edition of the Swiss Text Analytics Conference, pages 154–170, Zurich, Switzerland. Association for Computational Linguistics.