Acting Flatterers via LLMs Sycophancy: Combating Clickbait with LLMs Opposing-Stance Reasoning.

@inproceedings{zhang-2026-acting, author = {Chaowei Zhang and Xiansheng Luo and Zewei Zhang and Yi Zhu and Jipeng Qiang and Longwei Wang}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{Acting Flatterers via LLMs Sycophancy: Combating Clickbait with LLMs Opposing-Stance Reasoning}}, 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 = {3195--3206}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792506}, doi = {https://doi.org/10.1145/3774904.3792506} }