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In search of meaning: Lessons, resources and next steps for computational analysis of financial discourse

Citations

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Cited by:

  1. Tarek Abdelfattah & Mohamed Elmahgoub & Ahmed A. Elamer, 2021. "Female Audit Partners and Extended Audit Reporting: UK Evidence," Journal of Business Ethics, Springer, vol. 174(1), pages 177-197, November.
  2. Ho-Tan-Phat Phan & Francesco De Luca & Lea Iaia, 2020. "The “Walk” towards the UN Sustainable Development Goals: Does Mandated “Talk” through NonFinancial Disclosure Affect Companies’ Financial Performance?," Sustainability, MDPI, vol. 12(6), pages 1-20, March.
  3. Doron Reichmann & Rouven Möller & Tobias Hertel, 2022. "Nothing but good intentions: the search for equity and stock price crash risk," Journal of Business Economics, Springer, vol. 92(9), pages 1455-1489, November.
  4. Murphy, Brid & Feeney, Orla & Rosati, Pierangelo & Lynn, Theo, 2024. "Exploring accounting and AI using topic modelling," International Journal of Accounting Information Systems, Elsevier, vol. 55(C).
  5. Katarzyna Bilicka & Elisa Casi & Carol Seregni & Barbara M. B. Stage, 2025. "Tax Strategy Disclosure: A Greenwashing Mandate?," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 63(5), pages 1857-1915, December.
  6. Ahmad A. Toumeh, 2024. "Assessing the potential integration of large language models in accounting practices: evidence from an emerging economy," Future Business Journal, Springer, vol. 10(1), pages 1-15, December.
  7. Söhnke M. Bartram & Harald Lohre & Peter F. Pope & Ananthalakshmi Ranganathan, 2021. "Navigating the factor zoo around the world: an institutional investor perspective," Journal of Business Economics, Springer, vol. 91(5), pages 655-703, July.
  8. Arslan-Ayaydin, Özgür & Bishara, Norman & Thewissen, James & Torsin, Wouter, 2020. "Managerial career concerns and the content of corporate disclosures: An analysis of the tone of earnings press releases," International Review of Financial Analysis, Elsevier, vol. 72(C).
  9. Miles Gietzmann & Francesco Grossetti & Craig M. Lewis, 2026. "Investor distraction and multi-dimensional financial narrative," Review of Accounting Studies, Springer, vol. 31(1), pages 334-373, March.
  10. Moreno, Angel-Ivan & Caminero, Teresa, 2022. "Application of text mining to the analysis of climate-related disclosures," International Review of Financial Analysis, Elsevier, vol. 83(C).
  11. Hertel, Tobias & Kaya, Devrimi & Reichmann, Doron, 2024. "Corporate culture and M&A deals: Using text from crowdsourced employer reviews to measure cultural differences," Journal of Banking & Finance, Elsevier, vol. 161(C).
  12. Pastwa, Anna M. & Shrestha, Prabal & Thewissen, James & Torsin, Wouter, 2021. "Unpacking the black box of ICO white papers: a topic modeling approach," LIDAM Discussion Papers LFIN 2021018, Université catholique de Louvain, Louvain Finance (LFIN).
  13. Andrew Todd & James Bowden & Yashar Moshfeghi, 2024. "Text‐based sentiment analysis in finance: Synthesising the existing literature and exploring future directions," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 31(1), March.
  14. Bassyouny, Hesham & Abdelfattah, Tarek & Tao, Lei, 2022. "Narrative disclosure tone: A review and areas for future research," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 49(C).
  15. S. M. R. K. Samarakoon & R. K. Mishra & Rudra P. Pradhan & Manju Jayakumar & Tapan P. Bagchi, 2025. "Annual report readability, ESG disclosure, and risk perspectives of Indian firms: the mediating role of corporate governance and earnings management," International Journal of Disclosure and Governance, Palgrave Macmillan, vol. 22(3), pages 678-705, September.
  16. Berkin, Anil & Aerts, Walter & Van Caneghem, Tom, 2023. "Feasibility analysis of machine learning for performance-related attributional statements," International Journal of Accounting Information Systems, Elsevier, vol. 48(C).
  17. Bo Cheng & Yuye Ma & Shiyu Lu, 2024. "Carbon emission risk and corporate employment creation: Evidence from a quasi‐natural experiment based on the Paris Agreement," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 45(2), pages 685-701, March.
  18. Todd, Andrew & Bowden, James & Cummins, Mark & Su, Yang, 2025. "A multimodal sentiment classifier for financial decision making," International Review of Financial Analysis, Elsevier, vol. 105(C).
  19. Huimin (Amy) Chen & Bill B. Francis & Tahseen Hasan & Qiang Wu, 2022. "Does corporate culture impact audit pricing? Evidence from textual analysis," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 49(5-6), pages 778-806, May.
  20. Mehmet Yildiz & Nicola Pless & Semih Ceyhan & Rob Hallak, 2023. "Responsible Leadership and Innovation during COVID-19: Evidence from the Australian Tourism and Hospitality Sector," Sustainability, MDPI, vol. 15(6), pages 1-21, March.
  21. Stefania Veltri & Francesco De Luca & Ho‐Tan‐Phat Phan, 2020. "Do investors value companies' mandatory nonfinancial risk disclosure? An empirical analysis of the Italian context after the EU Directive," Business Strategy and the Environment, Wiley Blackwell, vol. 29(6), pages 2226-2237, September.
  22. Zabihollah Rezaee & Javad Rajabalizadeh, 2025. "Do Strategic Orientations and CSR Disclosures Affect Investment Efficiency? Evidence from Textual Analysis in Emerging Markets," JRFM, MDPI, vol. 18(10), pages 1-30, September.
  23. Shunyao (Cynthia) Jin, 2023. "More than words: Can tone of consumer product reviews help predict firms’ fundamentals?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 50(9-10), pages 1910-1942, October.
  24. Eduardo Schiehll & Sam Kolahgar, 2021. "Financial materiality in the informativeness of sustainability reporting," Business Strategy and the Environment, Wiley Blackwell, vol. 30(2), pages 840-855, February.
  25. Khaldoon Albitar & Tony Abdoush & Khaled Hussainey, 2023. "Do corporate governance mechanisms and ESG disclosure drive CSR narrative tones?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(4), pages 3876-3890, October.
  26. Ankit Jain & Hariom Manchiraju & Shyam V. Sunder, 2023. "Institutional ownership and the informativeness of disclosure tone," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 50(1-2), pages 61-90, January.
  27. Thewissen, James & Shrestha, Prabal & Torsin, Wouter & Pastwa, Anna M., 2022. "Unpacking the black box of ICO white papers: A topic modeling approach," Journal of Corporate Finance, Elsevier, vol. 75(C).
  28. Marcus Buckmann & Andy Haldane & Anne-Caroline Hüser, 2021. "Comparing minds and machines: implications for financial stability," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 37(3), pages 479-508.
  29. Levich, Sergej & Knust, Lucas, 2025. "Discriminative meets generative: Automated information retrieval from unstructured corporate documents via (large) language models," International Journal of Accounting Information Systems, Elsevier, vol. 56(C).
  30. Danial Hemmings & Lynn Hodgkinson & Gwion Williams, 2020. "It's OK to pay well, if you write well: The effects of remuneration disclosure readability," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 47(5-6), pages 547-586, May.
  31. Murat Aydogdu & Hakan Saraoglu & David Louton, 2019. "Using long short‐term memory neural networks to analyze SEC 13D filings: A recipe for human and machine interaction," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 26(4), pages 153-163, October.
  32. Steven F. Cahan & Seokjoo Chang & Wei Z. Siqueira & Kinsun Tam, 2022. "The roles of XBRL and processed XBRL in 10‐K readability," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 49(1-2), pages 33-68, January.
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