{
 "id": "ustaomeroglu/sycophancy-bench",
 "owner": "ustaomeroglu",
 "name": "sycophancy-bench",
 "downloads": 101,
 "likes": 0,
 "last_modified": "2026-05-20T23:16:28.000Z",
 "stated_licence": "cc-by-4.0",
 "stated_from": "tag",
 "licence_name": null,
 "licence_link": null,
 "file_licence": null,
 "licence_files": [],
 "sources": [],
 "gated": false,
 "tasks": [
  "text-generation",
  "text-classification"
 ],
 "citation": "@article{ustaomeroglu2026ret,\n  title   = {Towards Effective Theory of LLMs: A Representation Learning Approach},\n  author  = {Ustaomeroglu, Muhammed and Qu, Guannan},\n  journal = {arXiv preprint arXiv:2605.09294},\n  year    = {2026},\n  url     = {https://arxiv.org/abs/2605.09294}\n}",
 "signal": "permissive",
 "reason": "The declared licence (cc-by-4.0) is classified as permissive.",
 "revision": "b7ebf3df50206166ef9a9c1782f50dde1533a1c3",
 "stated_evidence": "https://huggingface.co/datasets/ustaomeroglu/sycophancy-bench/blob/b7ebf3df50206166ef9a9c1782f50dde1533a1c3/README.md",
 "file_evidence": "https://huggingface.co/datasets/ustaomeroglu/sycophancy-bench/tree/b7ebf3df50206166ef9a9c1782f50dde1533a1c3",
 "card_nc": false
}