|
--- |
|
language: |
|
- mr |
|
- en |
|
- multilingual |
|
license: cc-by-4.0 |
|
tags: |
|
- mr |
|
- en |
|
- codemix |
|
datasets: |
|
- L3Cube-MeCorpus |
|
- L3Cube-MeHate |
|
--- |
|
|
|
## MeHate-BERT |
|
MeHate-BERT is a MeBERT-Mixed-v2 model fine-tuned on L3Cube-MeHate, a codemixed Marathi-English hate speech identification dataset. |
|
<br> |
|
[dataset link] (https://github.com/l3cube-pune/MarathiNLP) |
|
|
|
LABEL_0 = Non-Hate, LABEL_1 = Hate |
|
|
|
More details on the dataset, models, and baseline results can be found in our [paper] (https://arxiv.org/abs/2306.14030) |
|
|
|
Other models from the MeBERT family: <br> |
|
<a href="https://huggingface.co/l3cube-pune/me-bert"> MeBERT </a> <br> |
|
<a href="https://huggingface.co/l3cube-pune/me-roberta"> MeRoBERTa </a> <br> |
|
|
|
<a href="https://huggingface.co/l3cube-pune/me-bert-mixed"> MeBERT-Mixed </a> <br> |
|
<a href="https://huggingface.co/l3cube-pune/me-bert-mixed-v2"> MeBERT-Mixed-v2 </a> <br> |
|
<a href="https://huggingface.co/l3cube-pune/me-roberta-mixed"> MeRoBERTa-Mixed </a> <br> |
|
|
|
<a href="https://huggingface.co/l3cube-pune/me-lid-roberta"> MeLID-RoBERTa </a> <br> |
|
<a href="https://huggingface.co/l3cube-pune/me-hate-roberta"> MeHate-RoBERTa </a> <br> |
|
<a href="https://huggingface.co/l3cube-pune/me-sent-roberta"> MeSent-RoBERTa </a> <br> |
|
<a href="https://huggingface.co/l3cube-pune/me-hate-bert"> MeHate-BERT </a> <br> |
|
<a href="https://huggingface.co/l3cube-pune/me-lid-bert"> MeLID-BERT </a> <br> |
|
|
|
|
|
Citing: |
|
``` |
|
@article{chavan2023my, |
|
title={My Boli: Code-mixed Marathi-English Corpora, Pretrained Language Models and Evaluation Benchmarks}, |
|
author={Chavan, Tanmay and Gokhale, Omkar and Kane, Aditya and Patankar, Shantanu and Joshi, Raviraj}, |
|
journal={arXiv preprint arXiv:2306.14030}, |
|
year={2023} |
|
} |
|
``` |
