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…