Self-Evolving LLMs via Continual Instruction Tuning.

@inproceedings{kang-2026-selfevolving, author = {Jiazheng Kang and Le Huang and Cheng Hou and Zhe Zhao and Zhenxiang Yan and Ting Bai}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{Self-Evolving LLMs via Continual Instruction Tuning}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {7724--7732}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792798}, doi = {https://doi.org/10.1145/3774904.3792798} }