Search Results for author: Till Blume

Found 4 papers, 2 papers with code

Specialized Document Embeddings for Aspect-based Similarity of Research Papers

1 code implementation28 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.

Document Classification Recommendation Systems +1

Scaling R-GCN Training with Graph Summarization

no code implementations5 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.

Knowledge Graphs

Aspect-based Document Similarity for Research Papers

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.

Document Classification Recommendation Systems

Towards an Open Platform for Legal Information

no code implementations27 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.

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