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Gujarati_hatespeech_extension
Jayveersinh-Raj/Gujarati_hatespeech_extension
Gujarati_hatespeech_extension is a text classification model from Jayveersinh-Raj. Use it when you need a label for a piece of text. It is set up for transformers.
This model is the exclusive finetuning of 'Indo-Aryan-Abuse-Detection' model which was trained on approximately 1000 hindi labelled sentences.
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- xlm-roberta
- Access
- Public
- Created
- Aug 25, 2023
- Updated
- Aug 25, 2023
- SHA
- cbf0aa92
Model card
From the Hugging Face model README
This model is the exclusive finetuning of 'Indo-Aryan-Abuse-Detection' model which was trained on approximately 1000 hindi labelled sentences.
Dataset details
Train set for Gujarati zero shot: HASOC-2023 Gujarati tweets labelled (200 samples) Test set: HASOC-2023 Gujarati unlabelled tweets (approximately 1000 samples)
Training details
32 batches 20 epochs
Results
Macro-F1: 0.7926 Macro precision: 0.7859
- Task
- Text Classification
- Library
- transformers
- Type
- xlm-roberta
- Languages
- hi, gu, mr, ml, si, bh
- Created
- Aug 25, 2023
- Updated
- Aug 25, 2023