Exploring Knowledge Conflicts for Faithful LLM Reasoning: Benchmark and Method.

@inproceedings{ding-2026-exploring, author = {Shuai Ding and Tianzhe Zhao and Jiaoyan Chen and Reyyan Yeniterzi and Haiping Zhu and Toru Takaki and Jiaoyan Chen and Reyyan Yeniterzi and Jamie Callan and Shuxiu Zhang and Qika Lin and Tsuyoshi Kitani and Jamie Callan and Shuxiu Zhang and Shuai Ding and Tianzhe Zhao and Haiping Zhu and Toru Takaki and Qika Lin and Tsuyoshi Kitani and Jun 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 = {{Exploring Knowledge Conflicts for Faithful LLM Reasoning: Benchmark and Method}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {2464--2474}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3809650}, doi = {https://doi.org/10.1145/3805712.3809650} }