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

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


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
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
93–123
Language:
URL:
https://preview.aclanthology.org/ingest-emnlp/2025.finnlp-2.8/
DOI:
Bibkey:
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://preview.aclanthology.org/ingest-emnlp/2025.finnlp-2.8.pdf