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cs.IR2022
Specialized Document Embeddings for Aspect-based Similarity of Research Papers
Malte Ostendorff, Till Blume, Terry Ruas +2
Document embeddings and similarity measures underpin content-based recommender systems, whereby a document is commonly represented as a single generic embedding. However, similarit…
cs.LG2022★ 11 cited
Scaling R-GCN Training with Graph Summarization
Alessandro Generale, Till Blume, Michael Cochez
Training of Relational Graph Convolutional Networks (R-GCN) is a memory intense task. The amount of gradient information that needs to be stored during training for real-world grap…