SurGE: A Benchmark and Evaluation Framework for Scientific Survey Generation.

@inproceedings{chen-2026-surge, author = {Tianqi Chen and Weihang Su and Adam Roegiest and Ziyi Ye and Tianqi Chen and Weihang Su and Anzhe Xie and Guoqing Zheng and Anzhe Xie and Guoqing Zheng and Ou Jin and Qingyao Ai and Ou Jin and Qingyao Ai and Enpeng Yao and Jianming Long and Enpeng Yao and Jianming Long and Xuanyi Chen and Yong Yu and Xuanyi Chen and Yong Yu and Jiaxin Mao and Adam Roegiest and Ziyi Ye and Yiqun Liu}, 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 = {{SurGE: A Benchmark and Evaluation Framework for Scientific Survey Generation}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {3404--3412}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3808598}, doi = {https://doi.org/10.1145/3805712.3808598} }