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UD_Greek-GUD
ilsp/UD_Greek-GUD
UD_Greek-GUD is a token classification model from ilsp. Use it when you need labels on individual words, such as names. It is set up for stanza. The card lists the license as apache-2.0.
Stanza is a collection of accurate and efficient tools for the linguistic analysis of many human languages. Starting from raw text to syntactic analysis and entity recognition, Stanza brings state-of-the-art NLP model…
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Updated Feb 25, 2025
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At a glance
- Task
- Token Classification
- Library
- stanza
- License
- apache-2.0
- Access
- Public
- Created
- Feb 25, 2025
- Updated
- Feb 25, 2025
- SHA
- d6a55400
Model card
From the Hugging Face model README
Stanza model for Greek (el)
Stanza is a collection of accurate and efficient tools for the linguistic analysis of many human languages. Starting from raw text to syntactic analysis and entity recognition, Stanza brings state-of-the-art NLP models to languages of your choosing. Find more about it in the website and the GitHub repository.
GUD is a resource for EL manually annotated for morphology and syntax. It is an ongoing project led by Stella Markantonatou and Vivian Stamou (hereinafter: the GUD team), both researchers at the Institute for Language and Speech Processing (ILSP/Athena Research Centre). Find more about it here.
Please refer to this work: Markantonatou,S. Stamou, V., Bompolas, S., Anastasopoulou, K., Vasiliadi-Linardaki, I., Diamantopoulos, K., Kazos, Y. 2025. GUD: a new Modern Greek treebank enriched with VMWE annotations. UniDive 3rd general meeting, Budapest.
Model Evaluation Metrics
| Metric | Precision | Recall | F1 Score | AligndAcc |
|---|---|---|---|---|
| Tokens | 100.00 | 100.00 | 100.00 | |
| Sentences | 100.00 | 100.00 | 100.00 | |
| Words | 100.00 | 100.00 | 100.00 | |
| UPOS | 96.68 | 96.68 | 96.68 | 96.68 |
| XPOS | 95.81 | 95.81 | 95.81 | 95.81 |
| UFeats | 93.89 | 93.89 | 93.89 | 93.89 |
| AllTags | 89.79 | 89.79 | 89.79 | 89.79 |
| Lemmas | 92.92 | 92.92 | 92.92 | 92.92 |
| UAS | 84.36 | 84.36 | 84.36 | 84.36 |
| LAS | 79.27 | 79.27 | 79.27 | 79.27 |
| CLAS | 72.31 | 74.12 | 73.20 | 74.12 |
| MLAS | 63.49 | 65.08 | 64.28 | 65.08 |
| BLEX | 62.18 | 63.74 | 62.95 | 63.74 |
| ELAS | 0.00 | 0.00 | 0.00 | |
| EULAS | 0.00 | 0.00 | 0.00 | 0.00 |
- Task
- Token Classification
- Library
- stanza
- License
- apache-2.0
- Languages
- el
- Created
- Feb 25, 2025
- Updated
- Feb 25, 2025