Downloads · 30 days
16.9K
27% of all-time downloads
AIKIA
viv/AIKIA
AIKIA is a text classification model from viv. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as cc-by-nc-4.0.
This model is fine-tuned to detect offensive language in Greek texts (Twitter & Fiction).
All-time downloads
62.2K
Public
Parameters
113M
1.1 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin452 MB · 50%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- cc-by-nc-4.0
- Model type
- bert
- Access
- Public
- Created
- Sep 25, 2024
- Updated
- Sep 25, 2024
- SHA
- d252eaf2
Model card
From the Hugging Face model README
Offensive Language Detection Model for Modern Greek
This model is fine-tuned to detect offensive language in Greek texts (Twitter & Fiction).
Model Details
- Pretrained on
nlpaueb/bert-base-greek-uncased-v1 - Fine-tuned on a custom offensive language detection dataset, namely the AIKIA corpus.
Labels
0: NOT offensive1: OFFENSIVE language
Citation
@inproceedings{markantonatou-etal-2024-corpus, title = {The Corpus {AIKIA}: Using Ranking Annotation for Offensive Language Detection in {M}odern {G}reek}, author = {Markantonatou, Stella and Stamou, Vivian and Christodoulou, Christina and Apostolopoulou, Georgia and Balas, Antonis and Ioannakis, George}, editor = {Calzolari, Nicoletta and Kan, Min-Yen and Hoste, Veronique and Lenci, Alessandro and Sakti, Sakriani and Xue, Nianwen}, booktitle = {Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)}, month = {may}, year = {2024}, address = {Torino, Italia}, publisher = {ELRA and ICCL}, url = {https://aclanthology.org/2024.lrec-main.1378}, pages = {15861--15871}
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- cc-by-nc-4.0
- Languages
- el
- Created
- Sep 25, 2024
- Updated
- Sep 25, 2024