Model Card for xlm-sweden
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
- Demo: [coming soon]
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}
}
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Model tree for houcha/xlm-sweden
Base model
distilbert/distilbert-base-uncasedEvaluation results
- Null F1 on co_ba_ld_svenskavalidation set self-reported0.879
- Lemma F1 on co_ba_ld_svenskavalidation set self-reported0.010
- Morphology F1 on co_ba_ld_svenskavalidation set self-reported0.005
- Ud Jaccard on co_ba_ld_svenskavalidation set self-reported0.250
- Eud Jaccard on co_ba_ld_svenskavalidation set self-reported0.245
- Miscs F1 on co_ba_ld_svenskavalidation set self-reported0.009
- Deepslot F1 on co_ba_ld_svenskavalidation set self-reported0.023
- Semclass F1 on co_ba_ld_svenskavalidation set self-reported0.002