All datasets / MarkrAI

MarkrAI/k-overrefusal

49 downloads in 30 days1 likesLast modified 26 Aug 2026View on Hugging Face

Unclear

The checks could not identify a recognised licence ID in the dataset's metadata.

Declared licence: other, from the tagEvidence: README.md at d3d0714
Licence name on the card: per-source-see-github, link: https://github.com/Marker-Inc-Korea/K-OverRefusalEvidence: README.md at d3d0714
Licence files: No licence file at the top level of the repositoryEvidence: file list at d3d0714
Declared sources: None listed in the card metadata
Access gated on Hugging Face: No

Each cell links to what was checked: a file, a file list or a Hub record.

Tasks

text-generation

Citation text from the card

@misc{kooverrefusal2026,
  title  = {k-overrefusal: A Korean Over-Refusal (False Refusal) Benchmark},
  author = {Marker-Inc-Korea},
  year   = {2026},
  url    = {https://github.com/Marker-Inc-Korea/K-OverRefusal}
}

@inproceedings{rottger2024xstest,
  title  = {XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models},
  author = {R\"ottger, Paul and Kirk, Hannah Rose and Vidgen, Bertie and Attanasio, Giuseppe and Bianchi, Federico and Hovy, Dirk},
  booktitle = {NAACL},
  year   = {2024},
  eprint = {2308.01263},
  archivePrefix = {arXiv}
}

@article{cui2024orbench,
  title  = {OR-Bench: An Over-Refusal Benchmark for Large Language Models},
  author = {Cui, Justin and Chiang, Wei-Lin and Stoica, Ion and Hsieh, Cho-Jui},
  journal = {arXiv preprint arXiv:2405.20947},
  year   = {2024}
}

@inproceedings{shi2024overkill,
  title  = {Navigating the OverKill in Large Language Models},
  author = {Shi, Chenyu and Wang, Xiao and Ge, Qiming and Gao, Songyang and Yang, Xianjun and Gui, Tao and Zhang, Qi and Huang, Xuanjing and Zhao, Xun and Lin, Dahua},
  booktitle = {ACL},
  year   = {2024},
  eprint = {2401.17633},
  archivePrefix = {arXiv}
}

@article{an2024phtest,
  title  = {Automatic Pseudo-Harmful Prompt Generation for Evaluating False Refusals in Large Language Models},
  author = {An, Bang and Zhu, Sicheng and Zhang, Ruiyi and Panaitescu-Liess, Michael-Andrei and Xu, Yuancheng and Huang, Furong},
  journal = {arXiv preprint arXiv:2409.005

All datasets marked Unclear | JSON

The same facts for your agent

A free MCP server at mcp.datalicense.uk/mcp. Connect it from an MCP client such as Claude or Cursor.

dataset_licence({ "id": "MarkrAI/k-overrefusal" })
signal: "unclear"
stated_licence: "other"
sources: 0