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Textual Analysis in Finance

Citations

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Cited by:

  1. Perico Ortiz, Daniel & Schnaubelt, Matthias & Seifert, Oleg, 2023. "A topic modeling perspective on investor uncertainty," FAU Discussion Papers in Economics 04/2023, Friedrich-Alexander University Erlangen-Nuremberg, Institute for Economics.
  2. Cookson, J. Anthony & Fox, Corbin & Gil-Bazo, Javier & Imbet, Juan F. & Schiller, Christoph, 2026. "Social media as a bank run catalyst," Journal of Financial Economics, Elsevier, vol. 176(C).
  3. Qin Xiong & Yichun Xu & Tongying Yang & Meixin Zhuang & Yunnan Peng & Pingrong Zhou & Liuxian Wu & Sitong Chen & Yuqing Fan, 2022. "Pathos in ECCs during COVID-19: Discourse Analysis Based on Sino-A Companies," Studies in Media and Communication, Redfame publishing, vol. 10(1), pages 135-149, June.
  4. Möller, Rouven & Reichmann, Doron, 2023. "COVID-19 related TV news and stock returns: Evidence from major US TV stations," The Quarterly Review of Economics and Finance, Elsevier, vol. 87(C), pages 95-109.
  5. Changling Sun & Zixi Zhang & Marek Vochozka & Iveta Vozòáková, 2022. "Enterprise digital transformation and debt financing cost in China’s A-share listed companies," Oeconomia Copernicana, Institute of Economic Research, vol. 13(3), pages 783-829, September.
  6. Zhuoya Du & Qian Wang, 2024. "The power of financial support in accelerating digital transformation and corporate innovation in China: evidence from banking and capital markets," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-34, December.
  7. Abis, Simona & Lines, Anton, 2024. "Broken promises, competition, and capital allocation in the mutual fund industry," Journal of Financial Economics, Elsevier, vol. 162(C).
  8. Joon Chul James Ahn & Dragos Gorduza & Seonho Park, 2024. "Hidden neighbours: extracting industry momentum from stock networks," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 38(4), pages 415-441, December.
  9. Jie Huang & Derek D. Wang & Yiying Wang, 2024. "Textual Attributes of Corporate Sustainability Reports and ESG Ratings," Sustainability, MDPI, vol. 16(21), pages 1-20, October.
  10. García, Diego & Hu, Xiaowen & Rohrer, Maximilian, 2023. "The colour of finance words," Journal of Financial Economics, Elsevier, vol. 147(3), pages 525-549.
  11. Evangelos Vasileiou, 2021. "Explaining stock markets' performance during the COVID‐19 crisis: Could Google searches be a significant behavioral indicator?," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 28(3), pages 173-181, July.
  12. Jian Chen & Guohao Tang & Guofu Zhou & Wu Zhu, 2025. "ChatGPT and Deepseek: Can They Predict the Stock Market and Macroeconomy?," Papers 2502.10008, arXiv.org.
  13. Kim, S.Thomas & Sun, Li, 2026. "Man, machine, and market: A natural language processing of energy hedging information," Finance Research Letters, Elsevier, vol. 89(C).
  14. Chatjuthamard, Pattanaporn & Singh, Simran & Jiraporn, Pornsit & Lee, Sang Mook, 2024. "Climate change exposure, shareholder wealth, and the adoption of the Paris agreement: A text-based approach," International Review of Financial Analysis, Elsevier, vol. 94(C).
  15. Vidya Mahambare & Akash Gupta & Sowmya Dhanaraj, 2026. "Analysing the sentiment-based variation in finance ministers’ communication," Quality & Quantity: International Journal of Methodology, Springer, vol. 60(1), pages 1859-1883, February.
  16. Luo, Runmei & Ye, Yong & Li, Manman & Li, Jingxin, 2025. "Pooling wisdom: The impact of investors' private information transmission on corporate investment efficiency," Emerging Markets Review, Elsevier, vol. 69(C).
  17. Vineet Agarwal & Richard J. Taffler & Chenyang Wang, 2025. "Investor emotions and market bubbles," Review of Quantitative Finance and Accounting, Springer, vol. 64(1), pages 339-369, January.
  18. Changling Sun & Ziang Lin & Marek Vochozka & Zuzana Vincúrová, 2022. "Digital transformation and corporate cash holdings in China’s A-share listed companies," Oeconomia Copernicana, Institute of Economic Research, vol. 13(4), pages 1081-1116, December.
  19. Aktas, Nihat & de Bodt, Eric & Dogan, Can Deniz, 2025. "Do investor reactions to merger announcements shape the writing of SEC filings?," The British Accounting Review, Elsevier, vol. 57(3).
  20. Durand, Robert B. & Khuu, Joyce & Smales, Lee A., 2023. "Lost in translation. When sentiment metrics for one market are derived from two different languages," Journal of Behavioral and Experimental Finance, Elsevier, vol. 39(C).
  21. Ignatov, Konstantin, 2023. "When ESG talks: ESG tone of 10-K reports and its significance to stock markets," International Review of Financial Analysis, Elsevier, vol. 89(C).
  22. Luisa Faust & Maura Kolbe & Sasan Mansouri & Paul P. Momtaz, 2022. "The Crowdfunding of Altruism," JRFM, MDPI, vol. 15(3), pages 1-29, March.
  23. Moreno, Alejandro & Ordieres-Meré, Joaquín, 2025. "Predicting stock price trends using language models to extract the sentiment from analyst reports: Evidence from IBEX 35-listed companies," Economics Letters, Elsevier, vol. 254(C).
  24. Hamza Bennani & Cécile Couharde & Yoan Wallois, 2024. "The effect of IMF communication on government bond markets: insights from sentiment analysis," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 160(2), pages 615-656, May.
  25. Dimitrios Vamvourellis & M'at'e Toth & Snigdha Bhagat & Dhruv Desai & Dhagash Mehta & Stefano Pasquali, 2023. "Company Similarity using Large Language Models," Papers 2308.08031, arXiv.org.
  26. Farrell, Michael & Murphy, Dermot & Painter, Marcus & Zhang, Guangli, 2023. "The complexity yield puzzle: A textual analysis of municipal bond disclosures," Working Papers 338, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
  27. Katsafados, Apostolos G. & Leledakis, George N. & Panagiotou, Nikolaos P. & Pyrgiotakis, Emmanouil G., 2024. "Can central bankers’ talk predict bank stock returns? A machine learning approach," MPRA Paper 122899, University Library of Munich, Germany.
  28. Treepongkaruna, Sirimon & Jiraporn, Pornsit & Kyaw, Khine, 2025. "EPU diversity, corporate investments, and corporate governance," Journal of Contemporary Accounting and Economics, Elsevier, vol. 21(3).
  29. Maria S. Mavillonio, 2024. "Textual Representation of Business Plans and Firm Success," Discussion Papers 2024/308, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
  30. Nhat-Hai Nguyen & Thi-Thu Nguyen & Quan T. Ngo, 2025. "DASF-Net: A Multimodal Framework for Stock Price Forecasting with Diffusion-Based Graph Learning and Optimized Sentiment Fusion," JRFM, MDPI, vol. 18(8), pages 1-25, July.
  31. D. Scheld & O. Stolper & A. Walter, 2021. "Double Dutch Finally Fixed? A Large-Scale Investigation into the Readability of Mandatory Financial Product Information," Journal of Consumer Policy, Springer, vol. 44(2), pages 151-178, June.
  32. Li, Lu & Gan, Yufei & Bi, Shuochen & Fu, Haokai, 2025. "Substantive or strategic? Unveiling the green innovation effects of pilot policy promoting the integration of technology and finance," International Review of Financial Analysis, Elsevier, vol. 97(C).
  33. Daniel Zdolšek & Sabina Taškar Beloglavec, 2023. "Sustainability Reporting Ecosystem: A Once-in-a-Lifetime Overhaul during the COVID-19 Pandemic," Sustainability, MDPI, vol. 15(9), pages 1-22, April.
  34. Erica Juvercina Sobrinho & Rodrigo Fernandes Malaquias, 2025. "Government Announcements Through Harvest Reports, Extreme Market Conditions, and Commodity Price Volatility," Commodities, MDPI, vol. 4(4), pages 1-16, September.
  35. Xitong Li & Hongwei Zhu & Luo Zuo, 2021. "Reporting Technologies and Textual Readability: Evidence from the XBRL Mandate," Information Systems Research, INFORMS, vol. 32(3), pages 1025-1042, September.
  36. Konstantin Ignatov & Markus Rudolf, 2023. "Sentimental Sustainability: Does What Companies Say Tell More Than What Companies Do?," Financial Markets, Institutions & Instruments, John Wiley & Sons, vol. 32(4), pages 221-252, November.
  37. Li, Hong-Quan & Yang, Yang, 2024. "Can the readability of an annual report forecast negative earnings surprises?," Finance Research Letters, Elsevier, vol. 62(PA).
  38. 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).
  39. Yong Ma & Lu Yan & Dongtao Pan, 2024. "The power of news data in forecasting tail risk: evidence from China," Empirical Economics, Springer, vol. 67(6), pages 2607-2642, December.
  40. Yali Li & Gaobin Du & Yilun Lu, 2025. "Management incentives, governance, and digital transformation: effects on financial disclosure integrity," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 49(4), pages 1115-1145, December.
  41. Liu, Ye & Liu, Siyue & Zhao, Xuezhou, 2024. "The effects of promotional narratives in entrepreneurial financing: Evidence from pre-sale crowdfunding11We acknowledge the financial support from the National Natural Science Foundation of China (72073063)," International Review of Financial Analysis, Elsevier, vol. 96(PB).
  42. Stolbov, Mikhail & Shchepeleva, Maria & Karminsky, Alexander, 2022. "When central bank research meets Google search: A sentiment index of global financial stress," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 81(C).
  43. Andreas Barth & Sasan Mansouri & Fabian Wöbbeking, 2023. "“Let Me Get Back to You”—A Machine Learning Approach to Measuring NonAnswers," Management Science, INFORMS, vol. 69(10), pages 6333-6348, October.
  44. Yicheng Wang & Yingbin Peng & Chen Yang, 2025. "Decoding ESG Report Narratives: Unveiling Sustainable Supply Chain Insights and Impacts Through Textual Analysis," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 32(2), pages 2559-2581, March.
  45. Muhammad Haroon Rasheed & Jamshed Khalid & Muhammad Shahid Rasheed, 2026. "Artificial intelligence in finance: unveiling foundations, themes, and future research agendas," Future Business Journal, Springer, vol. 12(1), pages 1-18, December.
  46. Düsterhöft, Maximilian & Schiemann, Frank & Walther, Thomas, 2023. "Let’s talk about risk! Stock market effects of risk disclosure for European energy utilities," Energy Economics, Elsevier, vol. 125(C).
  47. Hayo, Bernd & Henseler, Kai & Steffen Rapp, Marc & Zahner, Johannes, 2022. "Complexity of ECB communication and financial market trading," Journal of International Money and Finance, Elsevier, vol. 128(C).
  48. Shimon Kogan & Vitaly Meursault, 2021. "Corporate Disclosure: Facts or Opinions?," Working Papers 21-40, Federal Reserve Bank of Philadelphia.
  49. Zhu, Danlin & Yu, Lin, 2025. "Does twitter sentiment induce or reduce earnings management?," Finance Research Letters, Elsevier, vol. 81(C).
  50. Basnet, Anup & Elias, Maxim & Salganik-Shoshan, Galla & Walker, Thomas & Zhao, Yunfei, 2025. "Analyzing the market's reaction to AI narratives in corporate filings," International Review of Financial Analysis, Elsevier, vol. 105(C).
  51. Senave, Elseline & Jans, Mieke J. & Srivastava, Rajendra P., 2023. "The application of text mining in accounting," International Journal of Accounting Information Systems, Elsevier, vol. 50(C).
  52. Treepongkaruna, Sirimon & Jiraporn, Pornsit & Kyaw, Khine & Padungsaksawasdi, Chaiyuth, 2024. "Climate change exposure and corporate culture: A text-based approach," International Review of Economics & Finance, Elsevier, vol. 95(C).
  53. Humphery-Jenner, Mark & Liu, Yun & Nanda, Vikram & Silveri, Sabatino & Sun, Minxing, 2024. "Of fogs and bogs: Does litigation risk make financial reports less readable?," Journal of Banking & Finance, Elsevier, vol. 163(C).
  54. Chatjuthamard, Pattanaporn & Mook Lee, Sang & Kim, Young S. & Jiraporn, Pornsit & Potosky, Denise, 2024. "Climate change and shareholder value: Evidence from textual analysis and Trump’s unexpected victory," Journal of Business Research, Elsevier, vol. 180(C).
  55. Gaspar, José-Miguel & Wang, Sumingyue & Xu, Liang, 2024. "Digitalization and the performance of non-technological firms: Evidence from the COVID-19 and natural disaster shocks," Journal of Corporate Finance, Elsevier, vol. 89(C).
  56. Mahmoudi, Nader & Docherty, Paul & Melia, Adrian, 2022. "Firm-level investor sentiment and corporate announcement returns," Journal of Banking & Finance, Elsevier, vol. 144(C).
  57. Cao, Yang & Kiesel, Florian & Leung, Henry, 2023. "The information value of M&A press releases," Journal of Corporate Finance, Elsevier, vol. 82(C).
  58. Grommes, Alexander, 2025. "Impact of audit assurance on the quality of sustainability reporting," Junior Management Science (JUMS), Junior Management Science e. V., vol. 10(1), pages 201-235.
  59. Jacobs, Heiko & Lauber, Alexander & Müller, Sebastian, 2025. "Bearish bets and the press: On the relation between short interest and media tone," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 104(C).
  60. Mandas, Marco & Lahmar, Oumaima & Piras, Luca & De Lisa, Riccardo, 2023. "ESG in the financial industry: What matters for rating analysts?," Research in International Business and Finance, Elsevier, vol. 66(C).
  61. Liu, Chuanhui & Sheng, Zhongyuan & Hu, Xuetong & Tian, Chunxiao, 2025. "Hand in hand or left behind: The dual impact of leading firms’ digital technologies on industry digital transformation," The North American Journal of Economics and Finance, Elsevier, vol. 75(PA).
  62. Christian Kreuzer & Christian Sparrer & Gregor Dorfleitner, 2026. "Beyond pure hype: news sentiment and its role in the BTC and ETH futures market," Review of Derivatives Research, Springer, vol. 29(1), pages 1-36, December.
  63. Cruz, Lizelle Ann, 2026. "Sentiment as Early Warning: A Systemic Risk Index for the Philippines," MPRA Paper 128944, University Library of Munich, Germany, revised 06 Apr 2026.
  64. Christoph J. Borner & Ingo Hoffmann, 2025. "Temperature Measurement in Agent Systems," Papers 2507.08394, arXiv.org.
  65. Noailly, Joëlle & Nowzohour, Laura & van den Heuvel, Matthias & Pla, Ireneu, 2024. "Heard the news? Environmental policy and clean investments," Journal of Public Economics, Elsevier, vol. 238(C).
  66. Zheng, Yuqi & Lucey, Brian, 2025. "Central bankers’ political discourse as a driver of clean energy markets," Research in International Business and Finance, Elsevier, vol. 80(C).
  67. Faccini, Renato & Matin, Rastin & Skiadopoulos, George, 2023. "Dissecting climate risks: Are they reflected in stock prices?," Journal of Banking & Finance, Elsevier, vol. 155(C).
  68. Abdi, Farshid & Kormanyos, Emily & Pelizzon, Loriana & Getmansky, Mila & Simon, Zorka, 2021. "Market impact of government communication: The case of presidential tweets," SAFE Working Paper Series 314, Leibniz Institute for Financial Research SAFE, revised 2021.
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