cobald-parser-pretrain-en – AI Model by CoBaLD | AlphaNeural AI

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CoBaLD/
cobald-parser-pretrain-en

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feature-extraction

token-classification

CoBaLD/enhanced-ud-syntax

FacebookAI/xlm-roberta-base

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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}
}