Supervised Fine-Tuning for Reasoning Large Language Models: A Survey

@article{yongcan2026,
  title = {Supervised Fine-Tuning for Reasoning Large Language Models: A Survey},
  author = {Yu, Yongcan and Guo, Kuangpu and Liang, Jian and He, Lingxiao and Wang, Meng and He, Ran},
  journal = {Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing},
  year = {2026},
  month = {Jan},
  doi = {10.18653/2026.emnlp-main.1189},
  url = {https://doi.org/10.18653/2026.emnlp-main.1189},
}

Yu, Yongcan et al. (2026). Supervised Fine-Tuning for Reasoning Large Language Models: A Survey. Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing. https://doi.org/10.18653/2026.emnlp-main.1189

Yu, Yongcan, et al.. "Supervised Fine-Tuning for Reasoning Large Language Models: A Survey." Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing, 2026, https://doi.org/10.18653/2026.emnlp-main.1189.

Yu, Yongcan, et al.. "Supervised Fine-Tuning for Reasoning Large Language Models: A Survey." Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing (2026). https://doi.org/10.18653/2026.emnlp-main.1189

Yu, Yongcan et al., 2026. Supervised Fine-Tuning for Reasoning Large Language Models: A Survey. Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing. Available at: <https://doi.org/10.18653/2026.emnlp-main.1189>.

TY  - JOUR
TI  - Supervised Fine-Tuning for Reasoning Large Language Models: A Survey
AU  - Yu, Yongcan
AU  - Guo, Kuangpu
AU  - Liang, Jian
AU  - He, Lingxiao
AU  - Wang, Meng
AU  - He, Ran
PY  - 2026
JO  - Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing
DO  - 10.18653/2026.emnlp-main.1189
UR  - https://doi.org/10.18653/2026.emnlp-main.1189
ER  -