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cs.DL2022★ 1 cited
Mapping Complex Technologies via Science-Technology Linkages; The Case of Neuroscience -- A transformer based keyword extraction approach
Daniel Hain, Roman Jurowetzki, Mariagrazia Squicciarini
In this paper, we present an efficient deep learning based approach to extract technology-related topics and keywords within scientific literature, and identify corresponding techn…
cs.DL2020
A Text-Embedding-based Approach to Measure Patent-to-Patent Technological Similarity -- Workflow, Code, and Applications
Daniel Hain, Roman Jurowetzki, Tobias Buchmann +1
This paper describes an efficiently scalable approach to measure technological similarity between patents by combining embedding techniques from natural language processing with ne…