l3cube-pune
commited on
Commit
•
49d0f26
1
Parent(s):
728794f
Create README.md
Browse files
README.md
ADDED
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
language:
|
3 |
+
- mr
|
4 |
+
- en
|
5 |
+
- multilingual
|
6 |
+
license: cc-by-4.0
|
7 |
+
tags:
|
8 |
+
- mr
|
9 |
+
- en
|
10 |
+
- codemix
|
11 |
+
datasets:
|
12 |
+
- L3Cube-MeCorpus
|
13 |
+
- L3Cube-MeHate
|
14 |
+
---
|
15 |
+
|
16 |
+
## MeHate-BERT
|
17 |
+
MeHate-BERT is a MeBERT-Mixed-v2 model fine-tuned on L3Cube-MeHate, a codemixed Marathi-English hate speech identification dataset.
|
18 |
+
<br>
|
19 |
+
[dataset link] (https://github.com/l3cube-pune/MarathiNLP)
|
20 |
+
|
21 |
+
More details on the dataset, models, and baseline results can be found in our [paper] (https://arxiv.org/abs/2306.14030)
|
22 |
+
|
23 |
+
Other models from the MeBERT family: <br>
|
24 |
+
<a href="https://huggingface.co/l3cube-pune/me-bert"> MeBERT </a> <br>
|
25 |
+
<a href="https://huggingface.co/l3cube-pune/me-roberta"> MeRoBERTa </a> <br>
|
26 |
+
|
27 |
+
<a href="https://huggingface.co/l3cube-pune/me-bert-mixed"> MeBERT-Mixed </a> <br>
|
28 |
+
<a href="https://huggingface.co/l3cube-pune/me-bert-mixed-v2"> MeBERT-Mixed-v2 </a> <br>
|
29 |
+
<a href="https://huggingface.co/l3cube-pune/me-roberta-mixed"> MeRoBERTa-Mixed </a> <br>
|
30 |
+
|
31 |
+
<a href="https://huggingface.co/l3cube-pune/me-lid-roberta"> MeLID-RoBERTa </a> <br>
|
32 |
+
<a href="https://huggingface.co/l3cube-pune/me-hate-roberta"> MeHate-RoBERTa </a> <br>
|
33 |
+
<a href="https://huggingface.co/l3cube-pune/me-sent-roberta"> MeSent-RoBERTa </a> <br>
|
34 |
+
<a href="https://huggingface.co/l3cube-pune/me-hate-bert"> MeHate-BERT </a> <br>
|
35 |
+
<a href="https://huggingface.co/l3cube-pune/me-lid-bert"> MeLID-BERT </a> <br>
|
36 |
+
|
37 |
+
|
38 |
+
Citing:
|
39 |
+
```
|
40 |
+
@article{chavan2023my,
|
41 |
+
title={My Boli: Code-mixed Marathi-English Corpora, Pretrained Language Models and Evaluation Benchmarks},
|
42 |
+
author={Chavan, Tanmay and Gokhale, Omkar and Kane, Aditya and Patankar, Shantanu and Joshi, Raviraj},
|
43 |
+
journal={arXiv preprint arXiv:2306.14030},
|
44 |
+
year={2023}
|
45 |
+
}
|
46 |
+
```
|