Meta Prompting for Analyst Report Generation: Turning Earnings Calls into Investment Guidance

Pulkit Chatwal; Mann Bajpai; Priyanshu Deswal; Harish Pratap Singh; Santosh Kumar Mishra

Meta Prompting for Analyst Report Generation: Turning Earnings Calls into Investment Guidance

Pulkit Chatwal, Mann Bajpai, Priyanshu Deswal, Harish Pratap Singh, Santosh Kumar Mishra

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Anthology ID:: 2025.finnlp-2.22
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:: 292–300
Language:
URL:: https://aclanthology.org/2025.finnlp-2.22/
DOI:
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Cite (ACL):: Pulkit Chatwal, Mann Bajpai, Priyanshu Deswal, Harish Pratap Singh, and Santosh Kumar Mishra. 2025. Meta Prompting for Analyst Report Generation: Turning Earnings Calls into Investment Guidance. In Proceedings of The 10th Workshop on Financial Technology and Natural Language Processing, pages 292–300, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: Meta Prompting for Analyst Report Generation: Turning Earnings Calls into Investment Guidance (Chatwal et al., FinNLP 2025)
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PDF:: https://aclanthology.org/2025.finnlp-2.22.pdf

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@inproceedings{chatwal-etal-2025-meta,
    title = "Meta Prompting for Analyst Report Generation: Turning Earnings Calls into Investment Guidance",
    author = "Chatwal, Pulkit  and
      Bajpai, Mann  and
      Deswal, Priyanshu  and
      Singh, Harish Pratap  and
      Mishra, Santosh Kumar",
    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-2.22/",
    pages = "292--300"
}

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%0 Conference Proceedings
%T Meta Prompting for Analyst Report Generation: Turning Earnings Calls into Investment Guidance
%A Chatwal, Pulkit
%A Bajpai, Mann
%A Deswal, Priyanshu
%A Singh, Harish Pratap
%A Mishra, Santosh Kumar
%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 chatwal-etal-2025-meta
%U https://aclanthology.org/2025.finnlp-2.22/
%P 292-300

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Markdown (Informal)

[Meta Prompting for Analyst Report Generation: Turning Earnings Calls into Investment Guidance](https://aclanthology.org/2025.finnlp-2.22/) (Chatwal et al., FinNLP 2025)

Meta Prompting for Analyst Report Generation: Turning Earnings Calls into Investment Guidance (Chatwal et al., FinNLP 2025)

ACL

Pulkit Chatwal, Mann Bajpai, Priyanshu Deswal, Harish Pratap Singh, and Santosh Kumar Mishra. 2025. Meta Prompting for Analyst Report Generation: Turning Earnings Calls into Investment Guidance. In Proceedings of The 10th Workshop on Financial Technology and Natural Language Processing, pages 292–300, Suzhou, China. Association for Computational Linguistics.