Datasets:
| pretty_name: ViHSD Explainable | |
| language: | |
| - vi | |
| license: cc-by-4.0 | |
| multilinguality: | |
| - monolingual | |
| task_categories: | |
| - text-classification | |
| - text-generation | |
| task_ids: | |
| - hate-speech-detection | |
| - explanation-generation | |
| dataset_type: json | |
| size_categories: | |
| - 10K<n<100K | |
| annotations_creators: | |
| - machine-generated | |
| - expert-generated | |
| source_datasets: | |
| - htdung167/ViHSD | |
| modalities: | |
| - text | |
| formats: | |
| - json | |
| libraries: | |
| - datasets | |
| - pandas | |
| - polars | |
| tags: | |
| - ViHSD | |
| - Vietnamese | |
| - Hate Speech Detection | |
| - Toxicity Moderation | |
| - Explainable AI | |
| # vihsd-explainable | |
| **ViHSD (extended)** — Vietnamese toxic/offensive dataset **with explanations & evidence**. | |
| This dataset extends the original `htdung167/ViHSD` examples by adding: | |
| - `explanation`: a short Vietnamese rationale (why the gold label applies) | |
| - `evidence`: verbatim substrings extracted from the text that justify the label | |
| ## Splits | |
| - `train`, `validation`, `test` — same splits as original ViHSD | |
| ## Schema (per sample) | |
| - `text` (string): original sentence | |
| - `label_id` (int): 0=CLEAN, 1=OFFENSIVE, 2=HATE | |
| - `label` (string): human-readable label | |
| - `explanation` (string): short Vietnamese rationale | |
| - `evidence` (list[string]): verbatim substrings (empty for CLEAN) | |
| ## Provenance | |
| - Original labels from `htdung167/ViHSD`. | |
| - `explanation` and `evidence` were generated using an LLM (GPT-4o-mini on Azure) as a teacher, and reviewed/curated by authors. | |
| ## License | |
| Dataset license: **CC-BY-4.0**. |