Data Augmentation for Historical NER: A Systematic Comparison of Lexical and LLM-based Approaches
Léa Blinière, Maud Ehrmann, Emanuela Boros, Simon Clematide, Frederic Kaplan
- 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://preview.aclanthology.org/ingest-swisstext/2026.swisstext-1.14/
- DOI:
- 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)
- PDF:
- https://preview.aclanthology.org/ingest-swisstext/2026.swisstext-1.14.pdf