13 citations · 13 across the 3 of their papers we have counts for
3 papers · 1 filter
SChuBERT: Scholarly Document Chunks with BERT-encoding boost Citation Count Prediction
Thomas van Dongen, Gideon Maillette de Buy Wenniger, Lambert Schomaker
Predicting the number of citations of scholarly documents is an upcoming task in scholarly document processing. Besides the intrinsic merit of this information, it also has a wider…
Structure-Tags Improve Text Classification for Scholarly Document Quality Prediction
Gideon Maillette de Buy Wenniger, Thomas van Dongen, Eleri Aedmaa +3
Training recurrent neural networks on long texts, in particular scholarly documents, causes problems for learning. While hierarchical attention networks (HANs) are effective in sol…
A limited-size ensemble of homogeneous CNN/LSTMs for high-performance word classification
Mahya Ameryan, Lambert Schomaker
In recent years, long short-term memory neural networks (LSTMs) have been applied quite successfully to problems in handwritten text recognition. However, their strength is more lo…