Datasets:
Tasks:
Text Classification
Modalities:
Tabular
Formats:
csv
Languages:
English
Size:
10K - 100K
License:
| license: cc-by-nc-sa-4.0 | |
| task_categories: | |
| - text-classification | |
| language: | |
| - en | |
| tags: | |
| - hate speech | |
| - hate speech detection | |
| - hate-speech | |
| - tweets | |
| - social media | |
| - topic | |
| - hate-speech-detection | |
| The dataset published in the LREC 2022 paper "Large-Scale Hate Speech Detection with Cross-Domain Transfer". | |
| # This is Dataset v2: | |
| The modified dataset that includes 68,597 tweets in English. The annotations with more than 80% agreement are included. | |
| TweetID: Tweet ID from Twitter API | |
| LangID: 1 (English) | |
| TopicID: Domain of the topic 0-Religion, 1-Gender, 2-Race, 3-Politics, 4-Sports | |
| HateLabel: Final hate label decision 0-Normal, 1-Offensive, 2-Hate | |
| # GitHub Repo: | |
| NOTE: We publish all dataset contents in the Github repo. We also publish ~20k image files associated with the tweets. | |
| https://github.com/metunlp/hate-speech | |
| # Citation: | |
| 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). |