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license: cc-by-4.0
language:
- el
pipeline_tag: automatic-speech-recognition
tags:
- Greek dialect
- Messenian
- Modern Greek
- ASR
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# 🏛️ UD Greek-Messenian Morphosyntactic Model
The **Messenian dialect** belongs to the **Southern group of Modern Greek dialects**, a group that also includes **Standard Modern Greek (SMG)**.
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## 📚 Dataset Description
This model was trained on the **UD Greek-Messenian** treebank from the Universal Dependencies project:
🔗 https://github.com/UniversalDependencies/UD_Greek-Messinian
The UD Greek-Messinian dataset contains manually annotated morphosyntactic data for the Messenian dialect and follows the Universal Dependencies schema.
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## 📊 Model Performance
**Evaluation – Messenian (with GUD in training set) + GreekBERT**
| Metric | Precision | Recall | F1 Score | Aligned Accuracy |
|----------|-----------:|--------:|---------:|-----------------:|
| Tokens | 100.00 | 100.00 | 100.00 | – |
| Sentences| 100.00 | 100.00 | 100.00 | – |
| Words | 100.00 | 100.00 | 100.00 | – |
| UPOS | 91.32 | 91.32 | 91.32 | 91.32 |
| XPOS | 87.19 | 87.19 | 87.19 | 87.19 |
| UFeats | 75.21 | 75.21 | 75.21 | 75.21 |
| AllTags | 68.60 | 68.60 | 68.60 | 68.60 |
| Lemmas | 89.67 | 89.67 | 89.67 | 89.67 |
| UAS | 85.54 | 85.54 | 85.54 | 85.54 |
| LAS | 76.86 | 76.86 | 76.86 | 76.86 |
| CLAS | 72.44 | 69.70 | 71.04 | 69.70 |
| MLAS | 42.52 | 40.91 | 41.70 | 40.91 |
| BLEX | 59.84 | 57.58 | 58.69 | 57.58 |
| ELAS | 0.00 | 0.00 | 0.00 | – |
| EULAS | 0.00 | 0.00 | 0.00 | – |
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