Thinking Bidirectionally: A Reasoning and Self-Correction Approach for Text-Based Event Prediction with Large Language Models.

@inproceedings{qian-2026-thinking, author = {Liwei Qian and Hang Zhang and Yiheng Wu and Yanmin Li and Mengna Zhu and Lihua Liu and Jibing Wu}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{Thinking Bidirectionally: A Reasoning and Self-Correction Approach for Text-Based Event Prediction with Large Language Models}}, 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 = {7113--7124}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792306}, doi = {https://doi.org/10.1145/3774904.3792306} }