LLM-Powered Information Extraction for the Dairy Financial Domain: Tackling Data Scarcity and Ambiguity.
Chunyan An|Yuying Huang|Qiang Yang|Siyu Yuan|Zhixu Li
| Anthology ID: | DBLP:conf/cikm/AnH0YL25 |
|---|---|
| Volume: | Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025 |
| Year: | 2025 |
| Venue: | International Conference on Information and Knowledge Management (CIKM) |
| Publisher: | ACM |
| Pages: | 55-64 |
| URL: | https://doi.org/10.1145/3746252.3761030 |
| DOI: | https://doi.org/10.1145/3746252.3761030 |
| DBLP: | conf/cikm/AnH0YL25 |
| BibTeX: |
@inproceedings{an-2025-llmpowered,
author = {Chunyan An and
Yuying Huang and
Qiang Yang and
Siyu Yuan and
Zhixu Li},
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 = {{LLM-Powered Information Extraction for the Dairy Financial Domain: Tackling Data Scarcity and Ambiguity}},
booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}},
pages = {55--64},
publisher = {ACM},
year = {2025},
url = {https://doi.org/10.1145/3746252.3761030},
doi = {https://doi.org/10.1145/3746252.3761030}
}