Reverse Chain-of-Thought and Causal Path Verification: A Modular Plugin for Aligning LLMs with Knowledge Graphs.

@inproceedings{miao-2025-reverse, author = {Dezhuang Miao and Yibin Du and Xiang Li and Xiaoming Zhang and Jiahe Li and Bo Zhang and Bingyu Yan and Lian Zhang and Litian Zhang}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{Reverse Chain-of-Thought and Causal Path Verification: A Modular Plugin for Aligning LLMs with Knowledge Graphs}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {2127--2136}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761353}, doi = {https://doi.org/10.1145/3746252.3761353} }