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
| 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](https://huggingface.co/efontes/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 |