| | 1 | = Named Entity Recognition in Medieval Documents = |
| | 2 | This page lists the resources for named entity recognition in medieval documents that were developed in [https://starfos.tacr.cz/en/project/TL03000365 the AHISTO project]. |
| | 3 | |
| | 4 | * [wiki:NerDataset A human-annotated dataset for language modeling and named entity recognition in medieval documents] |
| | 5 | * Large language models for named entity recognition in medieval documents: |
| | 6 | * [https://huggingface.co/witiko/ahisto-ner-model-l Model L]: our largest and most accurate model |
| | 7 | * [https://huggingface.co/witiko/ahisto-ner-model-s Model S]: a smaller and more efficient variant of [https://huggingface.co/witiko/ahisto-ner-model-l Model L], used in [https://gitlab.fi.muni.cz/nlp/ahisto-modules/ner our named entity recognition tool] |
| | 8 | * [https://huggingface.co/witiko/ahisto-ner-model-tds1 Model TDS1] and [https://huggingface.co/witiko/ahisto-ner-model-tds2 Model TDS2]: two smaller models trained on data of different size as a part of our ablation study |
| | 9 | * [https://huggingface.co/witiko/ahisto-ner-model-ci Model CI]: a smaller model trained with a loss function that does not address class imbalance as a part of our ablation study |
| | 10 | * [https://gitlab.fi.muni.cz/nlp/ahisto-modules/ner-eval Named entity experiments]: experimental code for named entity search and recognition in medieval documents |
| | 11 | * [https://gitlab.fi.muni.cz/nlp/ahisto-modules/ner Named entity recognition tool]: a command-line tool for named entity recognition in medieval documents |
| | 12 | |
| | 13 | |
| | 14 | |
| | 15 | == Citing == |
| | 16 | An article describing our dataset is currently under review. Preprint is available [mailto:witiko@mail.muni.cz on request]. |
