eFontes
Collection
5 items • Updated
Token Classification
Transformers
PyTorch
Latin
xlm-roberta
Medieval Latin
Medieval Names
Latin NER
Latin-Vernacular
# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("efontes/efontes-ner")
model = AutoModelForTokenClassification.from_pretrained("efontes/efontes-ner")Quick Links
Xlm-roberta-large model fine-tuned on UD and eFontes corpora, to optimize and enhance NER task on Polish medieval Latin texts from different genres.
Special emphasis was put on latinized Polish entities such as village, region and human names.
This is work in progress. Tag names are in Polish but will be converted to standard NER tags soon.
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# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="efontes/efontes-ner")