---
license: cc-by-4.0
language:
- el
pipeline_tag: automatic-speech-recognition
tags:
- Greek dialect
- Messenian
- Modern Greek
- ASR
---

# 🏛️ 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)**.  

---

## 📚 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.

---

## 📊 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 | – |

---