| --- |
| base_model: xlm-roberta-base |
| datasets: E-katrin/train20 |
| language: sv |
| library_name: transformers |
| license: gpl-3.0 |
| metrics: |
| - accuracy |
| - f1 |
| pipeline_tag: token-classification |
| tags: |
| - pytorch |
| model-index: |
| - name: E-katrin/train20_0_check |
| results: |
| - task: |
| type: token-classification |
| dataset: |
| name: train20 |
| type: E-katrin/train20 |
| split: validation |
| metrics: |
| - type: f1 |
| value: 0.7483831851253031 |
| name: Null F1 |
| - type: f1 |
| value: 0.013794401146215477 |
| name: Lemma F1 |
| - type: f1 |
| value: 0.04766174451743489 |
| name: Morphology F1 |
| - type: accuracy |
| value: 0.5750560119492159 |
| name: Ud Jaccard |
| - type: accuracy |
| value: 0.40350877192982454 |
| name: Eud Jaccard |
| - type: f1 |
| value: 0.7461145129726658 |
| name: Miscs F1 |
| - type: f1 |
| value: 0.4785232285712018 |
| name: Deepslot F1 |
| - type: f1 |
| value: 0.35387157678175035 |
| name: Semclass F1 |
| --- |
| |
| # Model Card for train20_0_check |
|
|
| 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} |
| } |
| ``` |
