Datasets:

vominhmanh
/

vihsd-explainable

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.