Zero-Shot Extraction of Stock Relationship Graphs with LLMs

Hao Zhou (昊 周); Luis Felipe Costa Sperb; Tiejun Ma

Zero-Shot Extraction of Stock Relationship Graphs with LLMs

Hao Zhou, Luis Felipe Costa Sperb, Tiejun Ma

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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
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Publisher:: Association for Computational Linguistics
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Pages:: 12–18
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URL:: https://aclanthology.org/2025.finnlp-2.2/
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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://aclanthology.org/2025.finnlp-2.2.pdf

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@inproceedings{zhou-etal-2025-zero,
    title = "Zero-Shot Extraction of Stock Relationship Graphs with {LLM}s",
    author = "Zhou, Hao  and
      Sperb, Luis Felipe Costa  and
      Ma, Tiejun",
    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-2.2/",
    pages = "12--18"
}

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%0 Conference Proceedings
%T Zero-Shot Extraction of Stock Relationship Graphs with LLMs
%A Zhou, Hao
%A Sperb, Luis Felipe Costa
%A Ma, Tiejun
%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 zhou-etal-2025-zero
%U https://aclanthology.org/2025.finnlp-2.2/
%P 12-18

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Markdown (Informal)

[Zero-Shot Extraction of Stock Relationship Graphs with LLMs](https://aclanthology.org/2025.finnlp-2.2/) (Zhou et al., FinNLP 2025)

Zero-Shot Extraction of Stock Relationship Graphs with LLMs (Zhou et al., FinNLP 2025)

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.