2 papers
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…