Modeling Diachronic Change in English Scientific Writing over 300+ Years with Transformer-based Language Model Surprisal

Julius Steuer, Marie-Pauline Krielke, Stefan Fischer, Stefania Degaetano-Ortlieb, Marius Mosbach, Dietrich Klakow


Anthology ID:
2024.bucc-1.2
Volume:
Proceedings of the 17th Workshop on Building and Using Comparable Corpora (BUCC) @ LREC-COLING 2024
Month:
May
Year:
2024
Address:
Torino, Italia
Editors:
Pierre Zweigenbaum, Reinhard Rapp, Serge Sharoff
Venue:
BUCC
SIG:
Publisher:
ELRA and ICCL
Note:
Pages:
12–23
Language:
URL:
https://aclanthology.org/2024.bucc-1.2
DOI:
Bibkey:
Cite (ACL):
Julius Steuer, Marie-Pauline Krielke, Stefan Fischer, Stefania Degaetano-Ortlieb, Marius Mosbach, and Dietrich Klakow. 2024. Modeling Diachronic Change in English Scientific Writing over 300+ Years with Transformer-based Language Model Surprisal. In Proceedings of the 17th Workshop on Building and Using Comparable Corpora (BUCC) @ LREC-COLING 2024, pages 12–23, Torino, Italia. ELRA and ICCL.
Cite (Informal):
Modeling Diachronic Change in English Scientific Writing over 300+ Years with Transformer-based Language Model Surprisal (Steuer et al., BUCC 2024)
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PDF:
https://preview.aclanthology.org/nschneid-patch-4/2024.bucc-1.2.pdf