Datasets › HateXplain
HateXplain
Covers multiple aspects of the issue. Each post in the dataset is annotated from three different perspectives: the basic, commonly used 3-class classification (i.e., hate, offensive or normal), the target community (i.e., the community that has been the victim of hate speech/offensive speech in the post), and the rationales, i.e., the portions of the post on which their labelling decision (as hate, offensive or normal) is based.
Source: HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection
Benchmarks archive 2025-07-28
All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Hate Speech Detection | HateXplain | BERT-MRP AUROC 0.862 | Why Is It Hate Speech? Masked Rationale Prediction for... | alatteaday/mrp_hate-speech-detection | 11 | Compare |
| Text Classification | HateXplain | Space-XLNet Accuracy (2 classes) 0.8798 | Breaking Free Transformer Models: Task-specific Context... | stepantita/space-model | 4 | Compare |
Papers archive 2025-07-28
4 shown of 4 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 105. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Breaking Free Transformer Models: Task-specific Context Attribution Promises Improved Generalizability Without Fine-tuning Pre-trained LLMs | 1 | 4 | 30 Jan 2024 | not harvested |
| Explainable Identification of Hate Speech towards Islam using Graph Neural Networks | 0 | 2 | 2 Nov 2023 | not harvested |
| Why Is It Hate Speech? Masked Rationale Prediction for Explainable Hate Speech Detection | 1 | 2 | 1 Nov 2022 | ran 2 of 2 samples (0 unverified; 2 pointer-only for licence) |
| HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection | 6 | 7 | 18 Dec 2020 | not harvested |
Dataset loaders archive 2025-07-28
3 loaders as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- HateXplain
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections