Update README.md
Browse files
README.md
CHANGED
@@ -1,3 +1,40 @@
|
|
1 |
---
|
|
|
|
|
|
|
|
|
2 |
license: cc-by-nc-sa-4.0
|
3 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
---
|
2 |
+
language:
|
3 |
+
- en
|
4 |
+
tags:
|
5 |
+
- berturk
|
6 |
license: cc-by-nc-sa-4.0
|
7 |
---
|
8 |
+
|
9 |
+
# hate-speech-berturk (base-uncased)
|
10 |
+
|
11 |
+
Fine-tuned hate speech detection model on Turkish language using Toraman22 v2 dataset published at https://github.com/avaapm/hatespeech
|
12 |
+
|
13 |
+
Class labels:
|
14 |
+
|
15 |
+
"0": Neutral
|
16 |
+
|
17 |
+
"1": Offensive
|
18 |
+
|
19 |
+
"2": Hate
|
20 |
+
|
21 |
+
We split 80-20 train-test randomly.
|
22 |
+
|
23 |
+
5 epochs train_loss: 0.1571
|
24 |
+
|
25 |
+
eval_f1 is 0.9094, eval_accuracy is 0.9092
|
26 |
+
|
27 |
+
### BibTeX entry and citation info
|
28 |
+
```bibtex
|
29 |
+
@InProceedings{toraman2022large,
|
30 |
+
author = {Toraman, Cagri and \c{S}ahinu\c{c}, Furkan and Yilmaz, Eyup Halit},
|
31 |
+
title = {Large-Scale Hate Speech Detection with Cross-Domain Transfer},
|
32 |
+
booktitle = {Proceedings of the Language Resources and Evaluation Conference},
|
33 |
+
month = {June},
|
34 |
+
year = {2022},
|
35 |
+
address = {Marseille, France},
|
36 |
+
publisher = {European Language Resources Association},
|
37 |
+
pages = {2215--2225},
|
38 |
+
url = {https://aclanthology.org/2022.lrec-1.238}
|
39 |
+
}
|
40 |
+
```
|