Token Classification
Transformers
PyTorch
Latin
xlm-roberta
Medieval Latin
Latin
Morphological Features
Instructions to use efontes/efontes-feats with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use efontes/efontes-feats with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="efontes/efontes-feats")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("efontes/efontes-feats") model = AutoModelForTokenClassification.from_pretrained("efontes/efontes-feats", device_map="auto") - Notebooks
- Google Colab
- Kaggle
metadata
license: cc-by-nc-sa-4.0
language:
- la
metrics:
- f1
library_name: transformers
pipeline_tag: token-classification
widget:
- text: >-
Testes Prandote de Sproua contra Sbisconem : Sbisco de Olesnicza, quod
scit et testatur Czescz, Sbisco de Marczinczouicz in testimonium,
Stanislaus Lantka in testimonium, Wirzchoslaus in testimonium, Benik de
Thopola, Thomas de Tzsczenecz
example_title: Court Proceedings
- text: >-
Iohannis de Iacussouicze heredes sana ac libera voluntate post araturas
suas decimas, videlicet Nicolaus in Micolayow, Scropezin et in Zagayow,
Stanislaus et Bogussius in Semlicze, Osmolicze, Gawoltow, Bogumilouicze,
Sbiluth et Petrus in Sbiluthouicze et Mnogolicze, Msczugius in
Jacuszouicze, nunc vero Bliszne, Srzednye, Dalne Jacussouicze wlgariter
nuncupantur, ad honorem et laudem Omnipotentis Dei et ob reverenciam B. et
Gloriose Dei Genitricis Virginis Marie et omnium sanctorum dicte ecclesie
in Parwa Cazimirza dictas decimas dederunt, contulerunt et perpetuis
temporibus assignaverunt.
example_title: Document (Poland)
- text: >-
Eugenius episcopus servus servorum dei venerabili fratri Warnero
Ulotizlauensi episcopo eiusque successoribus canonice substituendis in
perpetuum.
example_title: Document (papal)
- text: >-
Hec sunt nomina pontificum Cracoviensium. Prohorius. Proculphus. Poppo.
Gompo. Rachelinus. Aaron archiepiscopus quintus. Sula cognominatus
Lambertus. Beatus Stanyzlaus martir.
example_title: Catalogue of bishops
- text: >-
Hoc eventu Bolezlauus cum eodem exercitu de Pomoranis se vindicare
disposuit, iamque cepta via Bohemos in Poloniam exire fama precurrens
innotuit.
example_title: Historiography
tags:
- Medieval Latin
- Latin
- Morphological Features
new_version: efontes/efontes-latin-feats-v2
⚠️ Deprecated model
This is the original 2024 eFontes feats release. It is retained for reproducibility, but its output may contain known formatting errors.
Use the corrected eFontes Latin Feats v2 instead.
Xlm-roberta-large model fine-tuned on UD and eFontes corpora, to optimize and enhance feats 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