All datasets / contextecho2026

contextecho2026/persona-drift-contextecho

556 downloads in 30 days7 likesLast modified 19 Sep 2026View on Hugging Face

The declared licence (cc-by-sa-4.0) and the licence detected in a repository file (cc-by-4.0) fall into different categories, so the licences may conflict.

Declared licence: cc-by-sa-4.0, from the tagEvidence: README.md at 732f23b
Licence files: LICENSE-CODE, LICENSE-DATA, detected as cc-by-4.0Evidence: LICENSE-CODE at 732f23b
Declared sources: None listed in the card metadata
Access gated on Hugging Face: No

Red marks the licence the signal is based on. Each cell links to what was checked: a file, a file list or a Hub record.

Tasks

Citation text from the card

@article{ding2026contextecho,
  title={ContextEcho: A Benchmark for Persona Drift in Long Agentic-Coding Sessions},
  author={Ding, Xianzhong and Yu, Yangyang and Liu, Changwei and Zhao, Bill},
  journal={arXiv preprint arXiv:2605.24279},
  year={2026}
}

All datasets marked Possible licence conflict | 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": "contextecho2026/persona-drift-contextecho" })
signal: "conflict"
stated_licence: "cc-by-sa-4.0"
sources: 0