Be Responsible in Your Answers! Monitoring Out-of-Domain Behaviors in Domain-Specific LLMs.

@inproceedings{li-2026-responsible, author = {Boquan Li and Chenzhe Lou and Zhe Ren and Peixin Zhang and Zirui Fu and Jun Sun and Yaowen Zheng}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{Be Responsible in Your Answers! Monitoring Out-of-Domain Behaviors in Domain-Specific LLMs}}, 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 = {1751--1760}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792621}, doi = {https://doi.org/10.1145/3774904.3792621} }