readme: ---
  license: mit
  tags:
  - flair
  - token-classification
  - sequence-tagger-model
  language: de
  widget:
  - text: "ab dryn matten, gelegen ze Niderlentz, hinden in langen matten eychen, waren ze etlichen zitten Jennis Huͤbers von Niderlentz, und hat sie gekoͧft von Walther Renold"
  ---
  
  # Königsfelden NER
  
  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](https://zenodo.org/record/5179361), 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](https://www.koenigsfelden.uzh.ch).
  
  