Königsfelden NER
Tagger for Medieval Scripts.
Part of the developments at the Digital Humanities@University of Bern. Developed by Ismail Prada Ziegler based on different ground truth (see below).
A model for historical German developed by Ismail Prada Ziegler as part of a research project at the University of Bern, Digital Humanities.
Performance
| PER | ORG | LOC | Micro-Avg | |
|---|---|---|---|---|
| Precision | 88.76% | 69.01% | 81.96% | 84.19% |
| Recall | 88.99% | 62.97% | 85.10% | 84.02% |
| F1-Score | 88.88% | 65.85% | 83.50% | 84.10% |
Data Set
Königsfelden Charters, 14th-17th Century, Early New High German, 623k tokens training, dev, test data.
Notice
This model was a prototype with no extensive experimenting, better results can be likely be achieved on this dataset.
The documents in the dataset are published here.