Archaeology specific BERT models for English, German, and Dutchuse asterix (*) to get italics

Alex BrandsenPlease use the format "First name initials family name" as in "Marie S. Curie, Niels H. D. Bohr, Albert Einstein, John R. R. Tolkien, Donna T. Strickland"

2023

<p>This short paper describes a collection of BERT models for the archaeology domain. We took existing language specific BERT models in English, German, and Dutch, and further pre-trained them with archaeology specific training data. We then took each of these three archaeology specific models and fine-tuned them for Named Entity Recognition.</p>

https://doi.org/10.5281/zenodo.8300777You should fill this box only if you chose 'Scripts were used to obtain or analyze the results'. URL must start with http:// or https://

BERT, Archaeology, Natural Language Processing, Named Entity Recognition

NonePlease indicate the methods that may require specialised expertise during the peer review process (use a comma to separate various required expertises).

Computational archaeology

Shawn Graham, shawn.graham@carleton.ca, Douglas Tudhope, douglas.tudhope@southwales.ac.uk, Ceri Binding, ceri.binding@southwales.ac.uk No need for them to be recommenders of PCIArchaeology. Please do not suggest reviewers for whom there might be a conflict of interest. Reviewers are not allowed to review preprints written by close colleagues (with whom they have published in the last four years, with whom they have received joint funding in the last four years, or with whom they are currently writing a manuscript, or submitting a grant proposal), or by family members, friends, or anyone for whom bias might affect the nature of the review - see the code of conduct

2023-08-29 14:50:21

Maria Pia di Buono