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PatentSBERTa: A deep NLP based hybrid model for patent distance and classification using augmented SBERT
8 references·8 citing·45 second hop
PatentSBERTa: A deep NLP based hybrid model for patent distance and classification using augmented SBERT (2024)PatentSBERTa: A deep NLP based hybrid mod…Natural language processing to identify the creation and impact of new technologies in patent text: Code, data, and new measures (2020)Natural language processing t…Machine-learning-based deep semantic analysis approach for forecasting new technology convergence (2020)Machine-learning-based deep s…The state-of-the-art on Intellectual Property Analytics (IPA): A literature review on artificial intelligence, machine learning and deep learning methods for analysing intellectual property (IP) data (2018)The state-of-the-art on Intel…DeepPatent: patent classification with convolutional neural networks and word embedding (2018)DeepPatent: patent classifica…Text matching to measure patent similarity (2017)Text matching to measure pate…Mapping the technological landscape: Measuring technology distance, technological footprints, and technology evolution (2015)Mapping the technological lan…A literature review on the state-of-the-art in patent analysis (2014)A literature review on the st…Knowledge-relatedness in firm technological diversification (2002)Knowledge-relatedness in firm…Are AI and environmental technology innovations converging? (2026)Are AI and environmental tech…Unveiling Technological Evolution with a Patent-Based Dynamic Topic Modeling Framework: A Case Study of Advanced 6G Technologies (2025)Unveiling Technological Evolu…Natural Language Processing and Innovation Research (2025)Natural Language Processing a…Integrating Generative Artificial Intelligence techniques into technology function matrix analysis (2025)Integrating Generative Artifi…A systematic review of artificial intelligence applications and methodological advances in patent analysis (2025)A systematic review of artifi…Maturity assessment of green patent clusters: Methodological implications (2024)Maturity assessment of green …Assessment framework for automotive suppliers' technological adaptability in the electric vehicle era (2024)Assessment framework for auto…What is your next invention? — A framework of mining technological development rules and assisting in designing new technologies based on BERT as well as patent citations (2022)What is your next invention? …An Evolutionary Theory of Economic Change. 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this work references cited by second hop

References

  • 2002Knowledge-relatedness in firm technological diversification925 cited
  • 2014A literature review on the state-of-the-art in patent analysis478 cited
  • 2017Text matching to measure patent similarity263 cited
  • 2020Natural language processing to identify the creation and impact of new technologies in patent text: Code, data, and new measures253 cited
  • 2018The state-of-the-art on Intellectual Property Analytics (IPA): A literature review on artificial intelligence, machine learning and deep learning methods for analysing intellectual property (IP) data231 cited
  • 2015Mapping the technological landscape: Measuring technology distance, technological footprints, and technology evolution207 cited
  • 2018DeepPatent: patent classification with convolutional neural networks and word embedding183 cited
  • 2020Machine-learning-based deep semantic analysis approach for forecasting new technology convergence128 cited

Cited by

  • 2025A systematic review of artificial intelligence applications and methodological advances in patent analysis16 cited
  • 2024Maturity assessment of green patent clusters: Methodological implications11 cited
  • 2022What is your next invention? — A framework of mining technological development rules and assisting in designing new technologies based on BERT as well as patent citations11 cited
  • 2025Unveiling Technological Evolution with a Patent-Based Dynamic Topic Modeling Framework: A Case Study of Advanced 6G Technologies10 cited

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2026
Are AI and environmental technology innovations converging?
7 cited
  • 2024Assessment framework for automotive suppliers' technological adaptability in the electric vehicle era7 cited
  • 2025Integrating Generative Artificial Intelligence techniques into technology function matrix analysis7 cited
  • 2025Natural Language Processing and Innovation Research3 cited