FinCoT: Grounding Chain-of-Thought in Expert Financial Reasoning

Natapong Nitarach; Warit Sirichotedumrong; Panop Pitchayarthorn; Pittawat Taveekitworachai; Potsawee Manakul; Kunat Pipatanakul

FinCoT: Grounding Chain-of-Thought in Expert Financial Reasoning

Natapong Nitarach, Warit Sirichotedumrong, Panop Pitchayarthorn, Pittawat Taveekitworachai, Potsawee Manakul, Kunat Pipatanakul

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Anthology ID:: 2025.finnlp-2.8
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
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Publisher:: Association for Computational Linguistics
Note:
Pages:: 93–123
Language:
URL:: https://aclanthology.org/2025.finnlp-2.8/
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Cite (ACL):: Natapong Nitarach, Warit Sirichotedumrong, Panop Pitchayarthorn, Pittawat Taveekitworachai, Potsawee Manakul, and Kunat Pipatanakul. 2025. FinCoT: Grounding Chain-of-Thought in Expert Financial Reasoning. In Proceedings of The 10th Workshop on Financial Technology and Natural Language Processing, pages 93–123, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: FinCoT: Grounding Chain-of-Thought in Expert Financial Reasoning (Nitarach et al., FinNLP 2025)
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PDF:: https://aclanthology.org/2025.finnlp-2.8.pdf

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@inproceedings{nitarach-etal-2025-fincot,
    title = "{F}in{C}o{T}: Grounding Chain-of-Thought in Expert Financial Reasoning",
    author = "Nitarach, Natapong  and
      Sirichotedumrong, Warit  and
      Pitchayarthorn, Panop  and
      Taveekitworachai, Pittawat  and
      Manakul, Potsawee  and
      Pipatanakul, Kunat",
    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-2.8/",
    pages = "93--123"
}

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%0 Conference Proceedings
%T FinCoT: Grounding Chain-of-Thought in Expert Financial Reasoning
%A Nitarach, Natapong
%A Sirichotedumrong, Warit
%A Pitchayarthorn, Panop
%A Taveekitworachai, Pittawat
%A Manakul, Potsawee
%A Pipatanakul, Kunat
%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 nitarach-etal-2025-fincot
%U https://aclanthology.org/2025.finnlp-2.8/
%P 93-123

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Markdown (Informal)

[FinCoT: Grounding Chain-of-Thought in Expert Financial Reasoning](https://aclanthology.org/2025.finnlp-2.8/) (Nitarach et al., FinNLP 2025)

FinCoT: Grounding Chain-of-Thought in Expert Financial Reasoning (Nitarach et al., FinNLP 2025)

ACL

Natapong Nitarach, Warit Sirichotedumrong, Panop Pitchayarthorn, Pittawat Taveekitworachai, Potsawee Manakul, and Kunat Pipatanakul. 2025. FinCoT: Grounding Chain-of-Thought in Expert Financial Reasoning. In Proceedings of The 10th Workshop on Financial Technology and Natural Language Processing, pages 93–123, Suzhou, China. Association for Computational Linguistics.