datalicense

All datasets / stellalisy

stellalisy/preference-forecast

11 downloads in 30 days0 likesLast modified 16 Sep 2026View on Hugging Face
Use restrictions

The dataset card's licence name or licence section contains wording that suggests non-commercial, research-only or academic-only use restrictions.

Declared licence
other, from the tagEvidence: README.md at 8e5b462
Licence name on the card
horizonpref-research-only, link: https://huggingface.co/datasets/stellalisy/preference-forecast/blob/main/DATA_USE_AGREEMENT.mdEvidence: README.md at 8e5b462
Licence files
LICENSE, licence not identifiedEvidence: LICENSE at 8e5b462
Declared sources
None listed in the card metadata
Access gated on Hugging Face
Yes, manual approval required
Each cell links to what was checked: a file, a file list or a Hub record.

Citation text from the card

@misc{li2026horizonbench,
  title = {HorizonBench: Long-Horizon Personalization with Evolving Preferences},
  author = {Li, Shuyue Stella and Paranjape, Bhargavi and Oktar, Kerem and Ma, Zhongyao and Zhou, Gelin and Guan, Lin and Zhang, Na and Park, Sem and Chen, Lin and Yang, Diyi and Tsvetkov, Yulia and Celikyilmaz, Asli},
  year = {2026},
  eprint = {2604.17283},
  archivePrefix = {arXiv},
  primaryClass = {cs.CL},
  url = {https://arxiv.org/abs/2604.17283}
}

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": "stellalisy/preference-forecast" })
signal: "restrictive"
stated_licence: "other"
sources: 0