Before revision:  References in patents to scientific literature provide relevant information for studying the relation between science and technological inventions.
After revision: In this paper we address the challenge of extracting scientific references from patents. We approach the problem as a sequence labelling task and investigate the merits of BERT models to the extraction of these long sequences. References in patents to scientific literature provide relevant information for studying the relation between science and technological inventions.