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license: mit |
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tags: |
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- flair |
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- text-generation |
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--- |
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# Turmbücher LM |
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This repository contains the language models (forward & backward) that were used to train the [Turmbücher NER](https://huggingface.co/dh-unibe/turmbuecher-ner-v1/edit/main/README.md). |
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Two models for premodern German trained by Ismail Prada Ziegler as part of a research project at the University of Bern, Digital Humanities. |
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We recommend using flairs stacked embeddings for best effect. |
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## Data Set |
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Main data set: [Berner Turmbücher](https://www.polit-forum-bern.ch/turmbuecher/), early volumes from 16th C., Early New High German, 61k tokens training data. |
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Secondary data sets: |
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- [SSRQ](https://www.ssrq-sds-fds.ch/home/) - Fribourg, 59k tokens. |
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- [Chorgerichtsmanuale](https://www.adfontes.uzh.ch/370540/training/deutsche-transkriptionsuebungen/chorgerichtsmanuale-einleitung) (unpublished), 76k tokens. |
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- [Königsfelden Charters](https://www.koenigsfelden.uzh.ch/), 623k tokens. |
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- Talgerichtsprotokolle (unpublished), 438k tokens. |
