|
|
--- |
|
|
tags: |
|
|
- stanza |
|
|
- token-classification |
|
|
library_name: stanza |
|
|
language: el |
|
|
license: apache-2.0 |
|
|
--- |
|
|
# 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](https://stanfordnlp.github.io/stanza) and the [GitHub repository](https://github.com/stanfordnlp/stanza). |
|
|
|
|
|
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](https://github.com/UniversalDependencies/UD_Greek-GUD). |
|
|
|
|
|
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 | |
|
|
|
