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A Text-Based Analysis of Corporate Innovation

Citations

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Cited by:

  1. Yin, Libo & Xin, Yu, 2024. "China's cognitive bias premium: An exploration of innovation information," International Review of Economics & Finance, Elsevier, vol. 96(PA).
  2. Li, Jing & Li, Yize, 2024. "Digitalization, green transformation, and the high-quality development of Chinese tourism enterprises," Finance Research Letters, Elsevier, vol. 66(C).
  3. Maria Saveria Mavillonio, 2024. "Natural Language Processing Techniques for Long Financial Document," Discussion Papers 2024/317, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
  4. repec:osf:socarx:qe6tu_v1 is not listed on IDEAS
  5. Yi Yang & Kunpeng Zhang & Yangyang Fan, 2023. "sDTM: A Supervised Bayesian Deep Topic Model for Text Analytics," Information Systems Research, INFORMS, vol. 34(1), pages 137-156, March.
  6. Feng, Ruonan & Ma, Lu & Wu, Dan, 2025. "ESG performance and corporate innovation under the moderating effect of firm size," International Review of Economics & Finance, Elsevier, vol. 97(C).
  7. Xue Wen Tan & Stanley Kok, 2024. "Explainable Risk Classification in Financial Reports," Papers 2405.01881, arXiv.org, revised Dec 2024.
  8. Li, Fengyu & Yang, Mozhu & Zhang, Tong, 2023. "Does prospectus readability matter for bond issuance pricing? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 80(C).
  9. Jiang, Hongxun & Fan, Shaokun & Zhang, Nan & Zhu, Bin, 2023. "Deep learning for predicting patent application outcome: The fusion of text and network embeddings," Journal of Informetrics, Elsevier, vol. 17(2).
  10. Sun, Bing & Zhang, Yanfeng & Zhu, Kunyan & Mao, Hongying & Liang, Tian, 2024. "Is faster really better? The impact of digital transformation speed on firm financial distress: Based on the cost-benefit perspective," Journal of Business Research, Elsevier, vol. 179(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. Jeon, Heung-Jae & Jung, Sumi, 2024. "Generalist vs. Specialist CEOs: R&D Investment Sensitivity to Stock Price," Finance Research Letters, Elsevier, vol. 62(PA).
  13. Zhang, Weidong & Zheng, Hongrui & Luo, Zhenghan & Chen, Se & Deng, Boqian, 2024. "R&D subsidy, non-R&D subsidy and institutional investors' subscription for private placement of new shares: Evidence from China's securities market," The Quarterly Review of Economics and Finance, Elsevier, vol. 98(C).
  14. Jenny Chu & Yuan He & Kai Wai Hui & Reuven Lehavy, 2025. "New product announcements, innovation disclosure, and future firm performance," Review of Accounting Studies, Springer, vol. 30(1), pages 352-383, March.
  15. Li, Huiying & Wang, Xinchun & Chang, Yu & Zhang, Nan & Huang, Wei & Wang, Quanren, 2025. "Central government Ownership, geographic Distance, and firm Innovation: Evidence from Chinese State-owned enterprises," Journal of Business Research, Elsevier, vol. 186(C).
  16. Zheng, Panpan & Li, Zhen & Zhuang, Ziyin, 2024. "The impact of COVID-19 on corporate digital innovation in China: A study based on the DDD model," Finance Research Letters, Elsevier, vol. 59(C).
  17. Xu, Yong & Yuan, Ling & Khalfaoui, Rabeh & Radulescu, Magdalena & Mallek, Sabrine & Zhao, Xin, 2023. "Making technological innovation greener: Does firm digital transformation work?," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
  18. Filippini, Massimo & Leippold, Markus & Wekhof, Tobias, 2024. "Sustainable finance literacy and the determinants of sustainable investing," Journal of Banking & Finance, Elsevier, vol. 163(C).
  19. Fengler, Matthias & Phan, Minh Tri, 2023. "A Topic Model for 10-K Management Disclosures," Economics Working Paper Series 2307, University of St. Gallen, School of Economics and Political Science.
  20. Yu, Degan & Wang, Cong & Cai, Guilong & Qiang, Haofan, 2024. "Local gambling attitudes and firms' financing strategies: New insights from the geographic structure in China," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
  21. Borchert, Philipp & Coussement, Kristof & De Weerdt, Jochen & De Caigny, Arno, 2024. "Industry-sensitive language modeling for business," European Journal of Operational Research, Elsevier, vol. 315(2), pages 691-702.
  22. Chao Wang & Jiapeng Li & Yang Yi & Shuwang Yang, 2024. "Crowding in or crowding out? Executive environmental attention and ESG performance of mining listed companies," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 37(4), pages 897-913, December.
  23. Yang, Jinglan & Liu, Jianghuai & Yao, Zheng & Ma, Chaoqun, 2024. "Measuring digitalization capabilities using machine learning," Research in International Business and Finance, Elsevier, vol. 70(PB).
  24. Tang, Wenjin & Bu, Hui & Zuo, Yuan & Wu, Junjie, 2024. "Unlocking the power of the topic content in news headlines: BERTopic for predicting Chinese corporate bond defaults," Finance Research Letters, Elsevier, vol. 62(PA).
  25. Simon Jehnen & Joaqu'in Ordieres-Mer'e & Javier Villalba-D'iez, 2025. "FinTextSim: Enhancing Financial Text Analysis with BERTopic," Papers 2504.15683, arXiv.org.
  26. Xiao, Zumian & Wang, Shuhan & Zhang, Yepeng & Si, Deng-Kui, 2023. "Power of competition: Unraveling the impact of China's fair competition review system implementation on firm innovation," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1561-1581.
  27. Liu, Yulin & Chen, Lin & Cao, Zhiling & Wen, Fenghua, 2024. "Uncertainty breeds opportunities: Assessing climate policy uncertainty and its impact on corporate innovation," International Review of Financial Analysis, Elsevier, vol. 96(PA).
  28. Thomas Canace & Jiao Li & Tao Ma, 2024. "Analyst following and R&D investment," Review of Accounting Studies, Springer, vol. 29(3), pages 2688-2723, September.
  29. Li, Zongru & Zhang, Xiaohan & Tao, Zhe & Wang, Binbin, 2024. "Enterprise digital transformation and supply chain management," Finance Research Letters, Elsevier, vol. 60(C).
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