Zero-Shot Extraction of Stock Relationship Graphs with LLMs

Hao Zhou, Luis Felipe Costa Sperb, Tiejun Ma


Anthology ID:
2025.finnlp-2.2
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:
12–18
Language:
URL:
https://preview.aclanthology.org/ingest-emnlp/2025.finnlp-2.2/
DOI:
Bibkey:
Cite (ACL):
Hao Zhou, Luis Felipe Costa Sperb, and Tiejun Ma. 2025. Zero-Shot Extraction of Stock Relationship Graphs with LLMs. In Proceedings of The 10th Workshop on Financial Technology and Natural Language Processing, pages 12–18, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):
Zero-Shot Extraction of Stock Relationship Graphs with LLMs (Zhou et al., FinNLP 2025)
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PDF:
https://preview.aclanthology.org/ingest-emnlp/2025.finnlp-2.2.pdf