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cobald-parser-pretrain-en
CoBaLD/cobald-parser-pretrain-en
cobald-parser-pretrain-en is a token classification model from CoBaLD. Use it when you need labels on individual words, such as names. It is set up for transformers. The card lists the license as gpl-3.0.
A transformer-based multihead parser for CoBaLD annotation.
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At a glance
- Task
- Token Classification
- Library
- transformers
- License
- gpl-3.0
- Model type
- cobald_parser
- Access
- Public
- Created
- May 19, 2025
- Updated
- Jan 17, 2026
- SHA
- cd82f2d0
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Model card
From the Hugging Face model README
Model Card for cobald-parser-pretrain-en
A transformer-based multihead parser for CoBaLD annotation.
This model parses a pre-tokenized CoNLL-U text and jointly labels each token with three tiers of tags:
- Grammatical tags (lemma, UPOS, XPOS, morphological features),
- Syntactic tags (basic and enhanced Universal Dependencies),
- Semantic tags (deep slot and semantic class).
Model Sources
- Repository: https://github.com/CobaldAnnotation/CobaldParser
- Paper: https://dialogue-conf.org/wp-content/uploads/2025/04/BaiukIBaiukAPetrovaM.009.pdf
Citation
@inproceedings{baiuk2025cobald,
title={CoBaLD Parser: Joint Morphosyntactic and Semantic Annotation},
author={Baiuk, Ilia and Baiuk, Alexandra and Petrova, Maria},
booktitle={Proceedings of the International Conference "Dialogue"},
volume={I},
year={2025}
}
- Task
- Token Classification
- Library
- transformers
- Type
- cobald_parser
- License
- gpl-3.0
- Languages
- en
- Created
- May 19, 2025
- Updated
- Jan 17, 2026