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Pioneering exploration in patent landscape studies: leveraging large language models and in-context learning for deeper insights | Synapse
March 3, 2026
Pioneering exploration in patent landscape studies: leveraging large language models and in-context learning for deeper insights
JY
Jianliang Yang
MZ
Mengchun Zhao
MQ
Minghui Qian
Renmin University of China
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Key Points
Deeper insights emerged from patent landscape analysis using large language models, facilitating unique perspectives.
Key findings indicate an improvement in data interpretation accuracy, emphasizing the potential of AI algorithms for analysis.
Exploration utilized advanced techniques like in-context learning to extract meaningful patterns from patent data.
This study highlights the importance of integrating AI methods for enhanced patent landscape understanding and research.
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Yang et al. (Mon,) studied this question.
synapsesocial.com/papers/69a76676badf0bb9e87dd1a4
https://doi.org/https://doi.org/10.1007/s11192-026-05537-w