1 citations · 1 across the 4 of their papers we have counts for
4 papers
Cleaning English Abstracts of Scientific Publications
Michael E. Rose, Nils A. Herrmann, Sebastian Erhardt
Scientific abstracts are often used as proxies for the content and thematic focus of research publications. However, a significant share of published abstracts contains extraneous…
Tracing the Flow of Knowledge From Science to Technology Using Deep Learning
Michael E. Rose, Mainak Ghosh, Sebastian Erhardt +3
We develop a language similarity model suitable for working with patents and scientific publications at the same time. In a horse race-style evaluation, we subject eight language (…
PaECTER: Patent-level Representation Learning using Citation-informed Transformers
Mainak Ghosh, Michael E. Rose, Sebastian Erhardt +2
PaECTER is an open-source document-level encoder specific for patents. We fine-tune BERT for Patents with examiner-added citation information to generate numerical representations…
Logic Mill -- A Knowledge Navigation System
Sebastian Erhardt, Mainak Ghosh, Erik Buunk +2
Logic Mill is a scalable and openly accessible software system that identifies semantically similar documents within either one domain-specific corpus or multi-domain corpora. It u…