Fad or future? Automated analysis of financial text and its implications for corporate reporting
Citations
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Cited by:
- Aaryan Gupta & Vinya Dengre & Hamza Abubakar Kheruwala & Manan Shah, 2020. "Comprehensive review of text-mining applications in finance," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 6(1), pages 1-25, December.
- 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).
- Haonan Chen & Xiaoning Cui & Zhi Li, 2025. "Research on the Impact of Digital-Realistic Integration to Promote Sustainable Development of Enterprises: Based on the Perspective of Technology Bias," SAGE Open, , vol. 15(2), pages 21582440251, April.
- Rui Liu & Jiayou Liang & Haolong Chen & Yujia Hu, 2026.
"Analyst Reports and Stock Performance: Evidence From the Chinese Market,"
Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 33(2), pages 831-856, June.
- Rui Liu & Jiayou Liang & Haolong Chen & Yujia Hu, 2024. "Analyst Reports and Stock Performance: Evidence from the Chinese Market," Papers 2411.08726, arXiv.org, revised Mar 2025.
- María del Mar Sánchez‐Hernández & Jennifer Martínez‐Ferrero & Emma García‐Meca, 2025. "Board Gender Diversity, Female Expertise, and Female Internationalization: Exploring Influences on the Readability of Sustainability Reporting," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 32(4), pages 4343-4357, July.
- 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.
- 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.
- Serhii Lehenchuk, 2026. "Narrative Intelligence and Sustainability Reporting: A Stakeholder Approach," Oblik i finansi, Institute of Accounting and Finance, issue 1, pages 5-17, March.
- Christopher Gerling & Stefan Lessmann, 2023. "Multimodal Document Analytics for Banking Process Automation," Papers 2307.11845, arXiv.org, revised Nov 2023.
- Andres Algaba & David Ardia & Keven Bluteau & Samuel Borms & Kris Boudt, 2020. "Econometrics Meets Sentiment: An Overview Of Methodology And Applications," Journal of Economic Surveys, Wiley Blackwell, vol. 34(3), pages 512-547, July.
- Wenjing Cai & Binglei Duan & Rong Li, 2025. "Relative Performance Evaluation and Stock Price Informativeness: Evidence From a Natural Experiment in China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 65(4), pages 3983-4005, December.
- 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).
- Pastwa, Anna M. & Shrestha, Prabal & Thewissen, James & Torsin, Wouter, 2022. "Unpacking the black box of ICO white papers: a topic modeling approach," LIDAM Reprints LFIN 2022005, Université catholique de Louvain, Louvain Finance (LFIN).
- Seo, Beomseok, 2025. "Econometric forecasting using ubiquitous news text: Text-enhanced factor model," International Journal of Forecasting, Elsevier, vol. 41(3), pages 1055-1072.
- Ute Merbecks, 2024. "Corporate digital responsibility (CDR) in Germany: background and first empirical evidence from DAX 30 companies in 2020," Journal of Business Economics, Springer, vol. 94(7), pages 1025-1049, October.
- Chen, Jean Jinghan & Liu, Jianmei & Xie, Li & Cheng, Xinsheng, 2024. "Impression management, forward-looking strategy-related disclosure, and excess executive compensation: Evidence from China," The British Accounting Review, Elsevier, vol. 56(5).
- Essi Nousiainen & Mikko Ranta & Mika Ylinen & Marko Järvenpää, 2024. "Using machine learning and 10‐K filings to measure innovation," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 64(4), pages 3211-3239, December.
- Noha Elberry & Khaled Hussainey, 2021. "Governance Vis-à-Vis Investment Efficiency: Substitutes or Complementary in Their Effects on Disclosure Practice," JRFM, MDPI, vol. 14(1), pages 1-16, January.
- de Villiers, Charl & Dimes, Ruth & Molinari, Matteo, 2026. "The role of sustainability awards in institutionalising sustainability: Case study evidence," The British Accounting Review, Elsevier, vol. 58(1).
- Ferjančič, Urša & Ichev, Riste & Lončarski, Igor & Montariol, Syrielle & Pelicon, Andraž & Pollak, Senja & Sitar Šuštar, Katarina & Toman, Aleš & Valentinčič, Aljoša & Žnidaršič, Martin, 2024. "Textual analysis of corporate sustainability reporting and corporate ESG scores," International Review of Financial Analysis, Elsevier, vol. 96(PB).
- Goodell, John W. & Kumar, Satish & Lim, Weng Marc & Pattnaik, Debidutta, 2021. "Artificial intelligence and machine learning in finance: Identifying foundations, themes, and research clusters from bibliometric analysis," Journal of Behavioral and Experimental Finance, Elsevier, vol. 32(C).
- Raphael Müller & Johannes Voget & Jan Zental, 2024. "The Effects of Mandatory Private Disclosure On Public Disclosure—Evidence from CbCR," Schmalenbach Journal of Business Research, Springer, vol. 76(4), pages 533-571, December.
- 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.
- 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.
- Andreas Økland & Nils O. E. Olsson & Marte Venstad, 2021. "Sustainability in Railway Investments, a Study of Early-Phase Analyses and Perceptions," Sustainability, MDPI, vol. 13(2), pages 1-21, January.
- Juanjuan Ou & IpKin Anthony Wong, 2024. "Moving Through the Storm: A Longitudinal Study on IT-Based Agile Organizational Crisis Response," SAGE Open, , vol. 14(2), pages 21582440241, April.
- Aline Grahn, 2025. "Greenhouse Gas Disclosure: Evidence from Private Firms," Journal of Business Ethics, Springer, vol. 197(1), pages 177-194, February.
- 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).
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