Duplicate from vominhmanh/vihsd-explainable

Co-authored-by: Vo Minh Manh (Jason) <vominhmanh@users.noreply.huggingface.co>

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README.md

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+---
+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**.

dataset_info.json

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+{
+  "name": "vihsd-explainable",
+  "license": "cc-by-4.0",
+  "language": "vi",
+  "size": {
+    "train": 24048,
+    "validation": 2672,
+    "test": 6680
+  },
+  "features": [
+    "text",
+    "label_id",
+    "label",
+    "explanation",
+    "evidence"
+  ]
+}