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.
Corpus and Models for Lemmatisation and POS-tagging of Old French
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abstract
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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Unveiling Factors for Enhanced POS Tagging: A Study of Low-Resource Medieval Romance Languages
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.