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Will AI solve the patent classification problem?

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References

2018DeepPatent: patent classification with convolutional neural networks and word embedding183 cited
2021A survey on deep learning for patent analysis137 cited
2011Current Challenges in Patent Information Retrieval99 cited
2013Searching in Cooperative Patent Classification: Comparison between keyword and concept-based search93 cited
2015Patent Mining82 cited
2006Function and use of technical artefacts: social conditions of function ascription56 cited
2019Long-run dynamics of the U.S. patent classification system38 cited
2011It takes all kinds to make a world – Some thoughts on the use of classification in patent searching33 cited
2008Large-scale, parallel automatic patent annotation31 cited
2000Using the International Patent Classification in an online environment30 cited
2020Optimizing Neural Networks for Patent Classification24 cited
2019Lost in Patent Classification22 cited
2022Identifying patent classification codes associated with specific search keywords using machine learning19 cited
2023The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications19 cited

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Maturity assessment of green patent clusters: Methodological implications

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2025Generative AI-based intelligent patent summarization for intellectual property knowledge communication and cooperation7 cited