Assessing RAG System Capabilities on Financial Documents

Oscar Lithgow-Serrano; David Kletz; Vani Kanjirangat; David Adametz; Marzio Lunghi; Claudio Bonesana; Matilde Tristany-Farinha; Yuntao Li; Detlef Repplinger; Marco Pierbattista; Stefania Stan; Oleg Szehr

Assessing RAG System Capabilities on Financial Documents

Oscar Lithgow-Serrano, David Kletz, Vani Kanjirangat, David Adametz, Marzio Lunghi, Claudio Bonesana, Matilde Tristany-Farinha, Yuntao Li, Detlef Repplinger, Marco Pierbattista, Stefania Stan, Oleg Szehr

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Anthology ID:: 2025.finnlp-2.9
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:: 124–147
Language:
URL:: https://aclanthology.org/2025.finnlp-2.9/
DOI:
Bibkey:
Cite (ACL):: Oscar Lithgow-Serrano, David Kletz, Vani Kanjirangat, David Adametz, Marzio Lunghi, Claudio Bonesana, Matilde Tristany-Farinha, Yuntao Li, Detlef Repplinger, Marco Pierbattista, Stefania Stan, and Oleg Szehr. 2025. Assessing RAG System Capabilities on Financial Documents. In Proceedings of The 10th Workshop on Financial Technology and Natural Language Processing, pages 124–147, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: Assessing RAG System Capabilities on Financial Documents (Lithgow-Serrano et al., FinNLP 2025)
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PDF:: https://aclanthology.org/2025.finnlp-2.9.pdf

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@inproceedings{lithgow-serrano-etal-2025-assessing,
    title = "Assessing {RAG} System Capabilities on Financial Documents",
    author = "Lithgow-Serrano, Oscar  and
      Kletz, David  and
      Kanjirangat, Vani  and
      Adametz, David  and
      Lunghi, Marzio  and
      Bonesana, Claudio  and
      Tristany-Farinha, Matilde  and
      Li, Yuntao  and
      Repplinger, Detlef  and
      Pierbattista, Marco  and
      Stan, Stefania  and
      Szehr, Oleg",
    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-2.9/",
    pages = "124--147"
}

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%0 Conference Proceedings
%T Assessing RAG System Capabilities on Financial Documents
%A Lithgow-Serrano, Oscar
%A Kletz, David
%A Kanjirangat, Vani
%A Adametz, David
%A Lunghi, Marzio
%A Bonesana, Claudio
%A Tristany-Farinha, Matilde
%A Li, Yuntao
%A Repplinger, Detlef
%A Pierbattista, Marco
%A Stan, Stefania
%A Szehr, Oleg
%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 lithgow-serrano-etal-2025-assessing
%U https://aclanthology.org/2025.finnlp-2.9/
%P 124-147

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Markdown (Informal)

[Assessing RAG System Capabilities on Financial Documents](https://aclanthology.org/2025.finnlp-2.9/) (Lithgow-Serrano et al., FinNLP 2025)

Assessing RAG System Capabilities on Financial Documents (Lithgow-Serrano et al., FinNLP 2025)

ACL

Oscar Lithgow-Serrano, David Kletz, Vani Kanjirangat, David Adametz, Marzio Lunghi, Claudio Bonesana, Matilde Tristany-Farinha, Yuntao Li, Detlef Repplinger, Marco Pierbattista, Stefania Stan, and Oleg Szehr. 2025. Assessing RAG System Capabilities on Financial Documents. In Proceedings of The 10th Workshop on Financial Technology and Natural Language Processing, pages 124–147, Suzhou, China. Association for Computational Linguistics.