Parse-LLM: A Prior-Free LLM Parser for Unknown System Logs.

@inproceedings{song-2025-parsellm, author = {Chengyu Song and Lin Yang and Jianming Zheng and Jinzhi Liao and Feng Yang and Linru Ma and Fei Cai}, 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 = {{Parse-LLM: A Prior-Free LLM Parser for Unknown System Logs}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {2718--2728}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761363}, doi = {https://doi.org/10.1145/3746252.3761363} }