@article{synthesizinginstructiontuningdatasetswit,
  title = {Synthesizing Instruction-Tuning Datasets with Contrastive Decoding},
  author = {Tatsuya Ichinose and Youmi Ma and Masanari Oi and Ryuto Koike and Naoaki Okazaki},
  year = {2026},
  eprint = {2604.13538},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.13538},
}