Experience is the Best Teacher: Augmenting LLM Reasoning with Knowledge Learned from the Past.

@inproceedings{zhou-2026-experience, author = {Mingjun Zhou and Weixin Zeng and Xiang Zhao}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{Experience is the Best Teacher: Augmenting LLM Reasoning with Knowledge Learned from the Past}}, 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 = {2361--2372}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792630}, doi = {https://doi.org/10.1145/3774904.3792630} }