README.md

metadata

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, 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.