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ilsp/UD_Greek-Messenian

sourceHugging Facecc-by-4.0updated 8mo agoView on Hugging Face

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Model Card

🏛️ 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	–