QuangDuy/supervised_data-hn-percpos

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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 2210ad1
Licence files: No licence file at the top level of the repositoryEvidence: file list at 2210ad1
Declared sources: None listed in the card metadata
Access gated on Hugging Face: Yes, manual approval required

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Citation text from the card

@misc{moreira2025nvretrieverimprovingtextembedding,
      title={NV-Retriever: Improving text embedding models with effective hard-negative mining},
      author={Gabriel de Souza P. Moreira and Radek Osmulski and Mengyao Xu and Ronay Ak and Benedikt Schifferer and Even Oldridge},
      year={2025},
      eprint={2407.15831},
      archivePrefix={arXiv},
      primaryClass={cs.IR},
      url={https://arxiv.org/abs/2407.15831},
}

@misc{zhang2025f2llmtechnicalreportmatching,
      title={F2LLM Technical Report: Matching SOTA Embedding Performance with 6 Million Open-Source Data},
      author={Ziyin Zhang and Zihan Liao and Hang Yu and Peng Di and Rui Wang},
      year={2025},
      eprint={2510.02294},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2510.02294},
}

@misc{wang2024multilinguale5textembeddings,
      title={Multilingual E5 Text Embeddings: A Technical Report},
      author={Liang Wang and Nan Yang and Xiaolong Huang and Linjun Yang and Rangan Majumder and Furu Wei},
      year={2024},
      eprint={2402.05672},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2402.05672},
}

@misc{chen2025m3embeddingmultilingualitymultifunctionalitymultigranularity,
      title={M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation},
      author={Jianlv Chen and Shitao Xiao and Peitian Zhang and K

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dataset_licence({ "id": "QuangDuy/supervised_data-hn-percpos" })
signal: "restrictive"
stated_licence: "other"
sources: 0