| | --- |
| | 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 | – | |
| | |
| | --- |
| | |
| | |
| | |
