D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning

Zhang et al. "D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning." International Joint Conference on Artificial Intelligence, 2025. doi:10.24963/IJCAI.2025/928

[Zhang et al. "D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning." International Joint Conference on Artificial Intelligence, 2025.](https://mlanthology.org/ijcai/2025/zhang2025ijcai-d/) doi:10.24963/IJCAI.2025/928

@inproceedings{zhang2025ijcai-d,
  title     = {{D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning}},
  author    = {Zhang, Jia and Zhang, Chen-Xi and Liu, Yao and Jin, Yi-Xuan and Yang, Xiao-Wen and Zheng, Bo and Liu, Yi and Guo, Lan-Zhe},
  booktitle = {International Joint Conference on Artificial Intelligence},
  year      = {2025},
  pages     = {8348-8356},
  doi       = {10.24963/IJCAI.2025/928},
  url       = {https://mlanthology.org/ijcai/2025/zhang2025ijcai-d/}
}