Corpus and Models for Lemmatisation and POS-tagging of Old French

Ariane Pinche; Fr\'ed\'eric Duval; Jean-Baptiste Camps; Lucence Ing; Naomi Kanaoka; Thibault Cl\'erice

Corpus and Models for Lemmatisation and POS-tagging of Old French

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arxiv 2109.11442 v1 pith:OUPMC4RJ submitted 2021-09-23 cs.CL

Jean-Baptiste Camps , Thibault Clérice , Frédéric Duval , Lucence Ing , Naomi Kanaoka , Ariane Pinche This is my paper · ORCID

classification cs.CL

keywords frenchlemmatisationmodelsamountandposanimportantbroachedconstitution

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Old French is a typical example of an under-resourced historic languages, that furtherly displays animportant amount of linguistic variation. In this paper, we present the current results of a long going project (2015-...) and describe how we broached the difficult question of providing lemmatisation andPOS models for Old French with the help of neural taggers and the progressive constitution of dedicated corpora.

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Fine-tuning open-source LLMs outperforms prompting for POS tagging on medieval Occitan, French, and Spanish, and pooling Romance training data helps the most under-resourced texts.

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