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cs.CL2022★ 5 cited
A Survey on Sentence Embedding Models Performance for Patent Analysis
Hamid Bekamiri, Daniel S. Hain, Roman Jurowetzki
Patent data is an important source of knowledge for innovation research, while the technological similarity between pairs of patents is a key enabling indicator for patent analysis…
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…