LLM-Oriented Information Retrieval: A Denoising-First Perspective.

@inproceedings{dai-2026-llmoriented, author = {Lu Dai and Liang Sun and Fanpu Cao and Ziyang Rao and Cehao Yang and Hao Liu and Hui Xiong}, 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 = {{LLM-Oriented Information Retrieval: A Denoising-First Perspective}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {2644--2659}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3808544}, doi = {https://doi.org/10.1145/3805712.3808544} }