KIEPrompter: Leveraging Lightweight Models' Predictions for Cost-Effective Key Information Extraction using Vision LLMs.

@inproceedings{vaiani-2025-kieprompter, author = {Lorenzo Vaiani and Yihao Ding and Luca Cagliero and Jean Lee and Paolo Garza and Josiah Poon and Soyeon Caren Han}, 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 = {{KIEPrompter: Leveraging Lightweight Models' Predictions for Cost-Effective Key Information Extraction using Vision LLMs}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {2925--2934}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761416}, doi = {https://doi.org/10.1145/3746252.3761416} }