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Natural language processing to identify the creation and impact of new technologies in patent text: Code, data, and new measures

Citations

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Cited by:

  1. Annalisa Croce & Elisa Ughetto & Andrea Fronzetti Colladon, 2025. "Investment strategies of bank-affiliated and independent venture capitalists: a focus on innovation in the fintech sector in the wake of the global financial crisis," Review of Managerial Science, Springer, vol. 19(10), pages 2969-3012, October.
  2. Plantec, Quentin & Le Masson, Pascal & Weil, Benoît, 2021. "Impact of knowledge search practices on the originality of inventions: A study in the oil & gas industry through dynamic patent analysis," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
  3. Bekamiri, Hamid & Hain, Daniel S. & Jurowetzki, Roman, 2024. "PatentSBERTa: A deep NLP based hybrid model for patent distance and classification using augmented SBERT," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
  4. Kok, Holmer & Faems, Dries & de Faria, Pedro, 2022. "Pork Barrel or Barrel of Gold? Examining the performance implications of earmarking in public R&D grants," Research Policy, Elsevier, vol. 51(7).
  5. Nils Grashof & Holger Graf, 2023. "Universities that matter for regional knowledge base renewal - the role of multilevel embeddedness," Jena Economics Research Papers 2023-009, Friedrich-Schiller-University Jena.
  6. Doblinger, Claudia & Surana, Kavita & Li, Deyu & Hultman, Nathan & Anadón, Laura Díaz, 2022. "How do global manufacturing shifts affect long-term clean energy innovation? A study of wind energy suppliers," Research Policy, Elsevier, vol. 51(7).
  7. Chen, Wei & Yan, Yan, 2023. "New components and combinations: The perspective of the internal collaboration networks of scientific teams," Journal of Informetrics, Elsevier, vol. 17(2).
  8. Bernhard Ganglmair & Alexander Kann, 2025. "Looking for Innovation Beyond the Patent System: Evidence from Research Disclosures," CRC TR 224 Discussion Paper Series crctr224_2025_656, University of Bonn and University of Mannheim, Germany.
  9. Jörn Block & Leif Brändle & Peter Limbach & Tobias Röth & Christopher Albert Sabel, 2025. "Half dead or more alive than ever? New, old, and (increasingly) redundant literature review formats," Management Review Quarterly, Springer, vol. 75(2), pages 993-1008, June.
  10. Christian Rutzer & Dragan Filimonovic & Jeffrey T. Macher & Rolf Weder, 2026. "Towards Measuring Disruptive Innovation Across Countries," Papers 2603.17881, arXiv.org.
  11. Gui, Liang & Wu, Jie & Liu, Peng & Ma, Tieju, 2025. "Recognition of promising technologies considering inventor and assignee's historic performance: A machine learning approach," Technological Forecasting and Social Change, Elsevier, vol. 214(C).
  12. Pezzoni, Michele & Veugelers, Reinhilde & Visentin, Fabiana, 2022. "How fast is this novel technology going to be a hit? Antecedents predicting follow-on inventions," Research Policy, Elsevier, vol. 51(3).
  13. Ruo Jia & Demetrius Lewis & Giacomo Negro, 2023. "Collaborations and Innovation in Partitioned Industries: An Analysis of U.S. Feature Film Coproductions," Organization Science, INFORMS, vol. 34(2), pages 828-850, March.
  14. Nathan, Max & Rosso, Anna, 2022. "Innovative events: product launches, innovation and firm performance," Research Policy, Elsevier, vol. 51(1).
  15. Jianwei DANG & Kazuyuki MOTOHASHI & Quihan ZHAO, 2025. "Patent Information Disclosure and Market Reactions: Empirical investigation by using text-based novelty and impact indicators," Discussion papers 25097, Research Institute of Economy, Trade and Industry (RIETI).
  16. repec:osf:socarx:t3jrq_v1 is not listed on IDEAS
  17. Xiang, Bo & Pan, Zhuoya & Yu, Dejian & Zuo, Wenjin, 2025. "Detecting technology opportunities appropriate for enterprise R&D: The synthesis analysis of industrial technical windows and enterprise competition relations," Technology in Society, Elsevier, vol. 82(C).
  18. Chung, Jaemin & Yoon, Janghyeok & Choi, Jaewoong, 2025. "Exploring the potential of novel research proposals as signals of successful national R&D: A case study on energy and resource sector in South Korea," Journal of Informetrics, Elsevier, vol. 19(4).
  19. Yang, Zaoli & Wu, Qingyang & Venkatachalam, K. & Li, Yuchen & Xu, Bing & Trojovský, Pavel, 2022. "Topic identification and sentiment trends in Weibo and WeChat content related to intellectual property in China," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
  20. Mario Daniele Amore & Mariano Mastrogiorgio, 2022. "Technological Entry, Redeployability, and Firm Value," Journal of Management Studies, Wiley Blackwell, vol. 59(7), pages 1688-1722, November.
  21. Jaehyuk Park, 2024. "Analyzing the direct role of governmental organizations in artificial intelligence innovation," The Journal of Technology Transfer, Springer, vol. 49(2), pages 437-465, April.
  22. Waßenhoven, Anna & Rennings, Michael & Laibach, Natalie & Bröring, Stefanie, 2023. "What constitutes a “Key Enabling Technology” for transition processes: Insights from the bioeconomy's technological landscape," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
  23. Hong, Suckwon & Kim, Juram & Woo, Han-Gyun & Kim, Young-Choon & Lee, Changyong, 2022. "Screening ideas in the early stages of technology development: A word2vec and convolutional neural network approach," Technovation, Elsevier, vol. 112(C).
  24. Sam Arts & Nicola Melluso & Reinhilde Veugelers, 2023. "Beyond Citations: Measuring Novel Scientific Ideas and their Impact in Publication Text," Papers 2309.16437, arXiv.org, revised Dec 2024.
  25. Yuefen Wang & Lipeng Fan & Lei Wu, 2024. "A validation test of the Uzzi et al. novelty measure of innovation and applications to collaboration patterns between institutions," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(7), pages 4379-4394, July.
  26. Lee, Honggi, 2023. "The heterogeneous effects of patent scope on licensing propensity," Research Policy, Elsevier, vol. 52(3).
  27. Ashish Arora & Sharon Belenzon & Jungkyu Suh, 2022. "Science and the Market for Technology," Management Science, INFORMS, vol. 68(10), pages 7176-7201, October.
  28. Fronzetti Colladon, Andrea & Guardabascio, Barbara & Venturini, Francesco, 2025. "A new mapping of technological interdependence," Research Policy, Elsevier, vol. 54(1).
  29. Chiarello, Filippo & Giordano, Vito & Spada, Irene & Barandoni, Simone & Fantoni, Gualtiero, 2024. "Future applications of generative large language models: A data-driven case study on ChatGPT," Technovation, Elsevier, vol. 133(C).
  30. Yoon, Naeun & Sohn, So Young, 2024. "Assessment framework for automotive suppliers' technological adaptability in the electric vehicle era," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
  31. Giarratana, Marco S. & Pasquini, Martina & Simeth, Markus, 2026. "Nourishing sustainability innovation: Scientific trajectories in industrial protein research," Research Policy, Elsevier, vol. 55(2).
  32. Hongkan Chen & Lutz Bornmann & Yi Bu, 2025. "Hot streaks and disruptiveness in the career of scientists: is there an association between both phenomena?," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-15, December.
  33. Yonghe Lu & Xinyu Tong & Xin Xiong & Hou Zhu, 2024. "Knowledge graph enhanced citation recommendation model for patent examiners," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(4), pages 2181-2203, April.
  34. Glaeser, Stephen & Lang, Mark, 2024. "Measuring innovation and navigating its unique information issues: A review of the accounting literature on innovation," Journal of Accounting and Economics, Elsevier, vol. 78(2).
  35. Huang, Rui & Kim, Jeong-Bon & Lu, Louise Yi & Wang, Dongyue & Yu, Yangxin, 2025. "Patent litigation and narrative R&D disclosures: Evidence from the adoption of anti-troll legislation," Research Policy, Elsevier, vol. 54(1).
  36. Block, Jörn & Lambrecht, Darius & Willeke, Tom & Cucculelli, Marco & Meloni, Damiano, 2025. "Green patents and green trademarks as indicators of green innovation," Research Policy, Elsevier, vol. 54(1).
  37. Yongjiao Du & Shi Chen, 2026. "Going for sustainability: how digital transformation affects corporate radical green innovation in China," Economic Change and Restructuring, Springer, vol. 59(1), pages 1-44, February.
  38. Christian Fons-Rosen & Pau Roldan-Blanco & Tom Schmitz, 2022. "The Effects of Startup Acquisitions on Innovation and Economic Growth," Working Papers 944, Queen Mary University of London, School of Economics and Finance.
  39. Berkes, Enrico & Chen, Matthew Lee & Tranchero, Matteo, 2026. "300 years of British patents," Research Policy, Elsevier, vol. 55(1).
  40. Grazia Sveva Ascione & Valerio Sterzi & Andrea Vezzulli, 2025. "Terrorizer: a novel algorithm for patent assignee name disambiguation," Scientometrics, Springer;Akadémiai Kiadó, vol. 130(12), pages 7303-7342, December.
  41. Chen, Xi & Mao, Jin & Li, Gang, 2024. "A co-citation approach to the analysis on the interaction between scientific and technological knowledge," Journal of Informetrics, Elsevier, vol. 18(3).
  42. Linming Xu & Baicun Li & Shuo Chen & Meijuan Li, 2025. "Research productivity and novelty under different funding models: evidence from NIH-funded research projects," Scientometrics, Springer;Akadémiai Kiadó, vol. 130(7), pages 3743-3771, July.
  43. Nils Grashof & Alexander Kopka, 2023. "Artificial intelligence and radical innovation: an opportunity for all companies?," Small Business Economics, Springer, vol. 61(2), pages 771-797, August.
  44. Jiang, Cuiqing & Zhou, Yiru & Chen, Bo, 2023. "Mining semantic features in patent text for financial distress prediction," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
  45. Puccetti, Giovanni & Giordano, Vito & Spada, Irene & Chiarello, Filippo & Fantoni, Gualtiero, 2023. "Technology identification from patent texts: A novel named entity recognition method," Technological Forecasting and Social Change, Elsevier, vol. 186(PB).
  46. Max Nathan & Anna Rosso, 2017. "Innovative events," Development Working Papers 429, Centro Studi Luca d'Agliano, University of Milano, revised 08 Apr 2019.
  47. Jiang, Man & Yang, Siluo & Gao, Qiang, 2024. "Multidimensional indicators to identify emerging technologies: Perspective of technological knowledge flow," Journal of Informetrics, Elsevier, vol. 18(1).
  48. Denter, Nils M. & Waterstraat, Joe & Moehrle, Martin G., 2025. "Avoiding the pitfalls of direct linkage: A novelty-driven approach to measuring scientific impact on patents," Journal of Informetrics, Elsevier, vol. 19(2).
  49. Wei Du & Yibo Wang & Wei Xu & Jian Ma, 2021. "A personalized recommendation system for high-quality patent trading by leveraging hybrid patent analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(12), pages 9369-9391, December.
  50. Deng, Xin & Ali, Hesham & Aboelkheir, Heba, 2025. "Unleashing creative potential: The role of stable institutional ownership in exploratory innovation," Research Policy, Elsevier, vol. 54(3).
  51. Sam Arts & Bruno Cassiman & Jianan Hou, 2023. "Position and Differentiation of Firms in Technology Space," Management Science, INFORMS, vol. 69(12), pages 7253-7265, December.
  52. Sajad Ashouri & Anne-Laure Mention & Kosmas X. Smyrnios, 2021. "Anticipation and analysis of industry convergence using patent-level indicators," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(7), pages 5727-5758, July.
  53. Wang, Tao & Wang, Jiajie & Shi, Jing & Sun, Jianjun & Kang, Lele, 2025. "Technological recombinant strategy and breakthrough innovation of team: The moderating role of science linkage," Journal of Informetrics, Elsevier, vol. 19(1).
  54. Kang, Byeongwoo & Bekkers, Rudi, 2022. "The determinants of parallel invention : Measuring the role of information sharing and personal interaction between inventors," IIR Working Paper 22-06, Institute of Innovation Research, Hitotsubashi University.
  55. Lapo Santarlasci & Armando Rungi & Antonio Zinilli, 2025. "Seeing Through Green: Text-Based Classification and the Firm's Returns from Green Patents," Papers 2507.02287, arXiv.org, revised Oct 2025.
  56. Yang, Jiho & Criscuolo, Paola & Sharapov, Dmitry, 2025. "Autonomous inventions, problem formulation, and inventive outcomes," Research Policy, Elsevier, vol. 54(7).
  57. Ren, Linlin & Guo, Lei & Yu, Hui & Guo, Feng & Wang, Xinhua & Han, Xiaohui, 2025. "Collaborating with top scientists may not improve paper novelty: A causal analysis based on the propensity score matching method," Journal of Informetrics, Elsevier, vol. 19(1).
  58. Just, Julian, 2024. "Natural language processing for innovation search – Reviewing an emerging non-human innovation intermediary," Technovation, Elsevier, vol. 129(C).
  59. Jean Xiao Timmerman, 2025. "Artificial Intelligence Innovation by Financial Innovators: Evidence from US Patents," Finance and Economics Discussion Series 2025-104, Board of Governors of the Federal Reserve System (U.S.).
  60. Joonkyu Choi & Serguey Braguinsky & Yuheng Ding & Karam Jo & Seula Kim, 2023. "Mega Firms and New Technological Trajectories in the U.S," NBER Working Papers 31460, National Bureau of Economic Research, Inc.
  61. Shukla, Dhirendra Mani & Mital, Amita & Qureshi, Israr, 2024. "Effects of alliance portfolio breadth and depth on exploratory and exploitative innovation: Evidence from Indian high-tech sectors," Journal of Business Research, Elsevier, vol. 179(C).
  62. Wang, Zhongyi & Zhang, Haoxuan & Chen, Jiangping & Chen, Haihua, 2024. "An effective framework for measuring the novelty of scientific articles through integrated topic modeling and cloud model," Journal of Informetrics, Elsevier, vol. 18(4).
  63. Matthias Niggli & Christian Rutzer, 2023. "Digital technologies, technological improvement rates, and innovations “Made in Switzerland”," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 159(1), pages 1-31, December.
  64. Christian Leibel & Lutz Bornmann, 2024. "What do we know about the disruption index in scientometrics? An overview of the literature," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(1), pages 601-639, January.
  65. Li, He & Steinberg, Philip J. & Bruns, Hille C. & Surroca, Jordi A., 2025. "Unlocking organizational creativity: Unique effects of corporate social responsibility in leveraging individual creativity," Research Policy, Elsevier, vol. 54(8).
  66. Giebel, Marek & Rösner, Anja, 2025. "Reaching for the society: The commercialization effects of NASA technology licensing," Research Policy, Elsevier, vol. 54(10).
  67. Giordano, Vito & Spada, Irene & Chiarello, Filippo & Fantoni, Gualtiero, 2024. "The impact of ChatGPT on human skills: A quantitative study on twitter data," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
  68. Malek, Jan & Newham, Melissa & Seldeslachts, Jo & Veugelers, Reinhilde, 2024. "Acquiring R&D projects: who, when, and what? Evidence from antidiabetic drug development," CEPR Discussion Papers 18816, Centre for Economic Policy Research.
  69. Amoncio, Egbert & Chan, Tian & Storz, Cornelia, 2025. "Using computer vision to measure design similarity: An application to design rights," Research Policy, Elsevier, vol. 54(9).
  70. Yang, Alex J., 2025. "Text vs. citations: A comparative analysis of breakthrough and disruption metrics in patent innovation," Research Policy, Elsevier, vol. 54(8).
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