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license: cc-by-sa-4.0
language:
- et
base_model:
- EMBEDDIA/est-roberta
pipeline_tag: token-classification
library_name: transformers
---
## Model description
est-roberta-vm-morph-tagging is an Est-RoBERTa based model fine-tuned for tagging partofpseech and morphological features in Estonian texts using [Vabamorf's tagset](https://github.com/Filosoft/vabamorf/blob/e6d42371006710175f7ec328c98f90b122930555/doc/tagset.md).
This is version 2 of the model, which has been: 1) fine-tuned to mimic automatic tagging behaviour of the [Vabamorf morphological analyser and disambiguator](https://github.com/estnltk/estnltk/blob/main/tutorials/nlp_pipeline/B_morphology/01_morphological_analysis.ipynb) on an automatically tagged corpus, 2) fine-tuned on gold standard morphological annotations of Estonian Dependency Treebank (EDT).
Fine-tuning and evaluation scripts of the model are available in the repository: https://github.com/estnltk/estnltk-model-training/tree/main/morph_tagging |