1 code implementation • 28 Mar 2022 • Malte Ostendorff, Till Blume, Terry Ruas, Bela Gipp, Georg Rehm
We compare and analyze three generic document embeddings, six specialized document embeddings and a pairwise classification baseline in the context of research paper recommendations.
no code implementations • 5 Mar 2022 • Alessandro Generale, Till Blume, Michael Cochez
The amount of gradient information that needs to be stored during training for real-world graphs is often too large for the amount of memory available on most GPUs.
1 code implementation • COLING 2020 • Malte Ostendorff, Terry Ruas, Till Blume, Bela Gipp, Georg Rehm
Our findings motivate future research of aspect-based document similarity and the development of a recommender system based on the evaluated techniques.
no code implementations • 27 May 2020 • Malte Ostendorff, Till Blume, Saskia Ostendorff
Recent advances in the area of legal information systems have led to a variety of applications that promise support in processing and accessing legal documents.