SEC-QA: A Systematic Evaluation Corpus for Financial QA

Viet Lai; Michael Krumdick; Charles Lovering; Varshini Reddy; Craig Schmidt; Chris Tanner

doi:10.18653/v1/2025.finnlp-2.15

SEC-QA: A Systematic Evaluation Corpus for Financial QA

Viet Lai, Michael Krumdick, Charles Lovering, Varshini Reddy, Craig Schmidt, Chris Tanner

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Anthology ID:: 2025.finnlp-2.15
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:: 221–236
Language:
URL:: https://aclanthology.org/2025.finnlp-2.15/
DOI:: 10.18653/v1/2025.finnlp-2.15
Bibkey:
Cite (ACL):: Viet Lai, Michael Krumdick, Charles Lovering, Varshini Reddy, Craig Schmidt, and Chris Tanner. 2025. SEC-QA: A Systematic Evaluation Corpus for Financial QA. In Proceedings of The 10th Workshop on Financial Technology and Natural Language Processing, pages 221–236, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: SEC-QA: A Systematic Evaluation Corpus for Financial QA (Lai et al., FinNLP 2025)
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PDF:: https://aclanthology.org/2025.finnlp-2.15.pdf

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@inproceedings{lai-etal-2025-sec,
    title = "{SEC}-{QA}: A Systematic Evaluation Corpus for Financial {QA}",
    author = "Lai, Viet  and
      Krumdick, Michael  and
      Lovering, Charles  and
      Reddy, Varshini  and
      Schmidt, Craig  and
      Tanner, Chris",
    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-2.15/",
    doi = "10.18653/v1/2025.finnlp-2.15",
    pages = "221--236"
}

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%0 Conference Proceedings
%T SEC-QA: A Systematic Evaluation Corpus for Financial QA
%A Lai, Viet
%A Krumdick, Michael
%A Lovering, Charles
%A Reddy, Varshini
%A Schmidt, Craig
%A Tanner, Chris
%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 lai-etal-2025-sec
%R 10.18653/v1/2025.finnlp-2.15
%U https://aclanthology.org/2025.finnlp-2.15/
%U https://doi.org/10.18653/v1/2025.finnlp-2.15
%P 221-236

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Markdown (Informal)

[SEC-QA: A Systematic Evaluation Corpus for Financial QA](https://aclanthology.org/2025.finnlp-2.15/) (Lai et al., FinNLP 2025)

SEC-QA: A Systematic Evaluation Corpus for Financial QA (Lai et al., FinNLP 2025)

ACL

Viet Lai, Michael Krumdick, Charles Lovering, Varshini Reddy, Craig Schmidt, and Chris Tanner. 2025. SEC-QA: A Systematic Evaluation Corpus for Financial QA. In Proceedings of The 10th Workshop on Financial Technology and Natural Language Processing, pages 221–236, Suzhou, China. Association for Computational Linguistics.