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

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

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

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

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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://aclanthology.org/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://aclanthology.org/2025.finnlp-2.7.pdf

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@inproceedings{shu-etal-2025-lava,
    title = "{LAVA}: Logic-Aware Validation and Augmentation Framework for Large-Scale Financial Document Auditing",
    author = "Shu, Ruoqi  and
      Wang, Xuhui  and
      Wang, Isaac  and
      Mai, Yanming  and
      Wan, Bo",
    editor = "Chen, Chung-Chi  and
      Winata, Genta Indra  and
      Rawls, Stephen  and
      Das, Anirban  and
      Chen, Hsin-Hsi  and
      Takamura, Hiroya",
    booktitle = "Proceedings of The 10th Workshop on Financial Technology and Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.finnlp-2.7/",
    pages = "75--92"
}

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%0 Conference Proceedings
%T LAVA: Logic-Aware Validation and Augmentation Framework for Large-Scale Financial Document Auditing
%A Shu, Ruoqi
%A Wang, Xuhui
%A Wang, Isaac
%A Mai, Yanming
%A Wan, Bo
%Y Chen, Chung-Chi
%Y Winata, Genta Indra
%Y Rawls, Stephen
%Y Das, Anirban
%Y Chen, Hsin-Hsi
%Y Takamura, Hiroya
%S Proceedings of The 10th Workshop on Financial Technology and Natural Language Processing
%D 2025
%8 November
%I Association for Computational Linguistics
%C Suzhou, China
%F shu-etal-2025-lava
%U https://aclanthology.org/2025.finnlp-2.7/
%P 75-92

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Markdown (Informal)

[LAVA: Logic-Aware Validation and Augmentation Framework for Large-Scale Financial Document Auditing](https://aclanthology.org/2025.finnlp-2.7/) (Shu et al., FinNLP 2025)

LAVA: Logic-Aware Validation and Augmentation Framework for Large-Scale Financial Document Auditing (Shu et al., FinNLP 2025)

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.