Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search.

@inproceedings{chen-2026-probethenplan, author = {Mengxiang Chen and Jin Li and Yi-Shiou Chen and Zhouwei Zhai and Jin Li and Yi-Shiou Chen}, editor = {Hannah Bast and Alistair Moffat and Falk Scholer and Marc Najork and Min Zhang and Hannah Bast and Marc Najork and Min Zhang}, title = {{Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {4518--4522}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3808459}, doi = {https://doi.org/10.1145/3805712.3808459} }