3 papers
cs.CL2025
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…
cs.CL2025
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 (…
cs.IR2025
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…