Expectation-Guided Self-Verification for Aligning Large Reasoning Models with Domain Knowledge.

@inproceedings{zhang-2026-expectationguided, author = {Han Zhang and Chen Zhao and Shasha Wang and Gang Chen and Chenghong Zhang}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{Expectation-Guided Self-Verification for Aligning Large Reasoning Models with Domain Knowledge}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {4278--4289}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792638}, doi = {https://doi.org/10.1145/3774904.3792638} }