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A Fast and Scalable Algorithm for Prior Art Search [PDF]
IEEE Access, 2022 Companies and research institutes are acquiring monopolized technologies through patents to survive in a rapidly changing market. The applicant is guaranteed by law the exclusive right to the technology for a certain period.
Juhyun Lee, Sangsung Park, Junseok Lee
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Automating the search for a patent's prior art with a full text similarity search.
PLoS ONE, 2019 More than ever, technical inventions are the symbol of our society's advance. Patents guarantee their creators protection against infringement. For an invention being patentable, its novelty and inventiveness have to be assessed.
Lea Helmers +4 more
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PaECTER: Patent-level representation learning using citation-informed transformers. [PDF]
PLoS ONEPaECTER is an open-source document-level encoder specific to patents. We fine-tune BERT for Patents with examiner-added citation information to generate numerical representations for patent documents.
Mainak Ghosh +4 more
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Applied System InnovationAs the patent landscape continues to grow, so does the complexity of retrieving relevant “prior art”, “background art”, or “state of the art” from an expanding pool of publicly available patent data, a critical step in establishing novelty.
Amna Ali +3 more
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Query-Efficient Hard-Label Attack: A Prior-Guided Adam Ray Search Optimization [PDF]
SensorsDeep neural networks are vulnerable to adversarial examples, even in hard-label black-box settings where only the top-1 prediction is available. To address the challenges of high-dimensional optimization under limited query budgets, we propose two query ...
Tianyi Ding +4 more
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Optimizing Patent Prior Art Search: An Approach Using Patent Abstract and Key Terms
InformationThe rapid advancement of technology has led to a sustained accumulation of patent documents globally, as newly filed applications add to an ever-expanding repository of prior art.
Amna Ali +3 more
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Evolution of Industry Knowledge in the Public Domain: Prior Art Searching for Software Patents
SCRIPTed: A Journal of Law, Technology & Society, 2005 Searching prior art is a key part of the patent application and examination processes. A comprehensive prior art search gives the inventor ideas as to how he can improve or circumvent existing technology by providing up to date knowledge on the state of ...
Jinseok Park
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PLoS ONE, 2023 Introduction People living with HIV/AIDS (PLHIV) are at increased risk of cardiometabolic diseases attributable to the effects of the virus, antiretroviral therapy (ART) and traditional risk factors.
Peter Vanes Ebasone +3 more
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Viruses, 2022 The Sustainable East Africa Research in Community Health (SEARCH) trial was a universal test-and-treat (UTT) trial in rural Uganda and Kenya, aiming to lower regional HIV-1 incidence.
Emma Pujol-Hodge +12 more
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PLOS Global Public Health, 2023 Maintaining a high level of adherence to antiretroviral therapy (ART) is critical to limiting rapid viral replication, drug resistance, and viral transmission. However, ART adherence remains a major challenge in HIV/AIDS treatment success.
Isaac Boadu +6 more
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