eFontes
Collection
5 items • Updated
How to use efontes/efontes-upos with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("token-classification", model="efontes/efontes-upos") # Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("efontes/efontes-upos")
model = AutoModelForTokenClassification.from_pretrained("efontes/efontes-upos")Xlm-roberta-large model fine-tuned on UD and eFontes corpora, to optimize and enhance PoS tagging task on Polish medieval Latin texts from different genres.
Details can be found in the paper:
Nowak, Krzysztof, Jędrzej Ziębura, Krzysztof Wróbel and Aleksander Smywiński-Pohl. "eFontes. Part of Speech Tagging and Lemmatization of Medieval Latin Texts. A Cross-Genre Survey." (2024). https://doi.org/10.48550/arXiv.2407.00418