FinEval-KR: A Financial Domain Evaluation Framework for Large Language Models’ Knowledge and Reasoning

Shaoyu Dou, Yutian Shen, Mofan Chen, Zixuan Wang, Jiajie Xu, Qi Guo, Kailai Shao, Chao Chen, Haixiang Hu, Haibo Shi, Min Min, Liwen Zhang


Anthology ID:
2025.finnlp-2.5
Volume:
Proceedings of The 10th Workshop on Financial Technology and Natural Language Processing
Month:
November
Year:
2025
Address:
Suzhou, China
Editors:
Chung-Chi Chen, Genta Indra Winata, Stephen Rawls, Anirban Das, Hsin-Hsi Chen, Hiroya Takamura
Venue:
FinNLP
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
47–69
Language:
URL:
https://preview.aclanthology.org/ingest-emnlp/2025.finnlp-2.5/
DOI:
Bibkey:
Cite (ACL):
Shaoyu Dou, Yutian Shen, Mofan Chen, Zixuan Wang, Jiajie Xu, Qi Guo, Kailai Shao, Chao Chen, Haixiang Hu, Haibo Shi, Min Min, and Liwen Zhang. 2025. FinEval-KR: A Financial Domain Evaluation Framework for Large Language Models’ Knowledge and Reasoning. In Proceedings of The 10th Workshop on Financial Technology and Natural Language Processing, pages 47–69, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):
FinEval-KR: A Financial Domain Evaluation Framework for Large Language Models’ Knowledge and Reasoning (Dou et al., FinNLP 2025)
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PDF:
https://preview.aclanthology.org/ingest-emnlp/2025.finnlp-2.5.pdf