Empowering Large Language Model Agent through Step-Level Self-Critique and Self-Training.

@inproceedings{zhai-2025-empowering, author = {Yuanzhao Zhai and Huanxi Liu and Zhuo Zhang and Tong Lin and Kele Xu and Cheng Yang and Dawei Feng and Bo Ding and Huaimin Wang}, editor = {Nicola Ferro and Maria Maistro and Gabriella Pasi and Omar Alonso and Andrew Trotman and Suzan Verberne}, title = {{Empowering Large Language Model Agent through Step-Level Self-Critique and Self-Training}}, booktitle = {{Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025}}, pages = {1444--1454}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3726302.3729965}, doi = {https://doi.org/10.1145/3726302.3729965} }