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Disruptive innovation and technological catch-up in the NLP sector: The moderating role of the technology cycle | Synapse
March 3, 2026
Disruptive innovation and technological catch-up in the NLP sector: The moderating role of the technology cycle
JS
Junguo Shi
WY
Wenyi Yan
Jiangsu University
KJ
Kun Jiang
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Key Points
Disruptive innovation impacts technological catch-up in the natural language processing sector, indicating a significant correlation.
The moderating effect of the technology cycle highlights changing market dynamics in innovation strategies within NLP.
Assessment of market behaviors shows that technology life cycles can alter the pace of advancement in NLP technologies and practices.
This analysis calls for further investigation on how evolving technology cycles influence future innovations in the NLP domain.
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Shi et al. (Thu,) studied this question.
synapsesocial.com/papers/69a75d84c6e9836116a27a2c
https://doi.org/https://doi.org/10.1007/s00191-025-00930-9