Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery.

@inproceedings{li-2026-personalized, author = {Xiaopeng Li and Wenlin Zhang and Yingyi Zhang and Pengyue Jia and Yejing Wang and Yichao Wang and Yong Liu and Huifeng Guo and Xiangyu Zhao}, 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 = {{Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {3284--3291}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3808609}, doi = {https://doi.org/10.1145/3805712.3808609} }