Towards Knowledgeable Deep Research: Framework and Benchmark.

@inproceedings{rijke-2026-towards, author = {Maarten de Rijke and Wenxuan Liu and Kyle Williams and Zixuan Li and Fei Wang and Mayank Bawa and Tat-Seng Chua and Yunqiu Shao and Kyle Williams and Zixuan Li and Julia Kiseleva and Long Bai and Bingbing Xu and Gurmeet Singh Manku and Xueqi Cheng and Yueyue Wu and Maarten de Rijke and Wenxuan Liu and Julia Kiseleva and Long Bai and Aidan C. Crook and Chunmao Zhang and Jin Zhang and Prabhakar Raghavan and Aidan C. Crook and Chunmao Zhang and Fenghui Zhang and Imed Zitouni and Fenghui Zhang and Imed Zitouni and Ahmed Hassan Awadallah and Zhuo Chen and Ahmed Hassan Awadallah and Zhuo Chen and Wei Li and Yuxin Zuo and Fei Wang and Mayank Bawa and Bingbing Xu and Gurmeet Singh Manku and Xuhui Jiang and Jin Zhang and Prabhakar Raghavan and Xiaolong Jin and Jiafeng Guo and Tat-Seng Chua and Yunqiu Shao and Xueqi Cheng and Yueyue Wu}, 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 = {{Towards Knowledgeable Deep Research: Framework and Benchmark}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {1163--1174}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3809617}, doi = {https://doi.org/10.1145/3805712.3809617} }