ctoraman/gender-hate-speech-turkish

---
license: cc-by-nc-sa-4.0
task_categories:
- text-classification
language:
- tr
tags:
- hate speech
- hate speech detection
- hate-speech
- tweets
- social media
- topic
- hate-speech-detection
- gender identity
- gender
---

The "gender identity" subset of the large-scale dataset published in the LREC 2022 paper "Large-Scale Hate Speech Detection with Cross-Domain Transfer".

This subset is also used in the experiments of "Şahinuç, F., Yilmaz, E. H., Toraman, C., & Koç, A. (2023). The effect of gender bias on hate speech detection. Signal, Image and Video Processing, 17(4), 1591-1597."

The "gender identity" subset includes 20,000 tweets in Turkish.

The published data split is the first fold of 10-fold cross-validation, used in the experiments mentioned above.

Train split has 18,000 tweets. Test split has 2,000 tweets.

HateLabel:
- 0 Normal
- 1 Offensive
- 2 Hate

# GitHub Repo:
https://github.com/avaapm/hatespeech

# If you use this dataset, please cite the following papers:
- Toraman, C., Şahinuç, F., & Yilmaz, E. (2022, June). Large-Scale Hate Speech Detection with Cross-Domain Transfer. In Proceedings of the Thirteenth Language Resources and Evaluation Conference (pp. 2215-2225).
- Şahinuç, F., Yilmaz, E. H., Toraman, C., & Koç, A. (2023). The effect of gender bias on hate speech detection. Signal, Image and Video Processing, 17(4), 1591-1597.

原始信息汇总

数据集概述

基本信息

• 许可证: cc-by-nc-sa-4.0
• 任务类别: text-classification
• 语言: tr
• 标签:
  • hate speech
  • hate speech detection
  • hate-speech
  • tweets
  • social media
  • topic
  • hate-speech-detection
  • gender identity
  • gender

数据集详情

• 数据集名称: "gender identity" subset
• 来源: 来自LREC 2022论文 "Large-Scale Hate Speech Detection with Cross-Domain Transfer"
• 使用情况: 用于Şahinuç, F., Yilmaz, E. H., Toraman, C., & Koç, A. (2023) 的实验 "The effect of gender bias on hate speech detection"
• 数据量: 包含20,000条土耳其语推文
• 数据划分:
  • 训练集: 18,000条推文
  • 测试集: 2,000条推文
• 标签类别:
  • 0: Normal
  • 1: Offensive
  • 2: Hate

引用

• Toraman, C., Şahinuç, F., & Yilmaz, E. (2022, June). Large-Scale Hate Speech Detection with Cross-Domain Transfer. In Proceedings of the Thirteenth Language Resources and Evaluation Conference (pp. 2215-2225).
• Şahinuç, F., Yilmaz, E. H., Toraman, C., & Koç, A. (2023). The effect of gender bias on hate speech detection. Signal, Image and Video Processing, 17(4), 1591-1597.