1 citations · 1 across the 4 of their papers we have counts for
4 papers
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…
SocialVisTUM: An Interactive Visualization Toolkit for Correlated Neural Topic Models on Social Media Opinion Mining
Gerhard Johann Hagerer, Martin Kirchhoff, Hannah Danner +5
Recent research in opinion mining proposed word embedding-based topic modeling methods that provide superior coherence compared to traditional topic modeling. In this paper, we dem…