NICE Data Selection for Instruction Tuning in LLMs with Non-differentiable Evaluation Metric

Jingtan Wang, Xiaoqiang Lin, Rui Qiao, Pang Wei Koh, Chuan-Sheng Foo +1 more
2/14/2026

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@article{wang2026nice,
  title  = {NICE Data Selection for Instruction Tuning in LLMs with Non-differentiable Evaluation Metric},
  author = {Jingtan Wang and Xiaoqiang Lin and Rui Qiao and Pang Wei Koh and Chuan-Sheng Foo and K. H. Low},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:4831c121b53d9bd35d9c9862bef292ed3dd87b75},
  journal = {ICML 2025 2025}
}

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