LAVA: Logic-Aware Validation and Augmentation Framework for Large-Scale Financial Document Auditing

Ruoqi Shu, Xuhui Wang, Isaac Wang, Yanming Mai, Bo Wan


Anthology ID:
2025.finnlp-2.7
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:
75–92
Language:
URL:
https://preview.aclanthology.org/ingest-emnlp/2025.finnlp-2.7/
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Bibkey:
Cite (ACL):
Ruoqi Shu, Xuhui Wang, Isaac Wang, Yanming Mai, and Bo Wan. 2025. LAVA: Logic-Aware Validation and Augmentation Framework for Large-Scale Financial Document Auditing. In Proceedings of The 10th Workshop on Financial Technology and Natural Language Processing, pages 75–92, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):
LAVA: Logic-Aware Validation and Augmentation Framework for Large-Scale Financial Document Auditing (Shu et al., FinNLP 2025)
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PDF:
https://preview.aclanthology.org/ingest-emnlp/2025.finnlp-2.7.pdf