Structure-Tags Improve Text Classification for Scholarly Document Quality Prediction

no code implementations • EMNLP (sdp) 2020 • Gideon Maillette de Buy Wenniger, Thomas van Dongen, Eleri Aedmaa, Herbert Teun Kruitbosch, Edwin A. Valentijn, Lambert Schomaker

To tackle these problems, we propose the use of HANs combined with structure-tags which mark the role of sentences in the document.

General Classification text-classification +1

Combining Abstractness and Language-specific Theoretical Indicators for Detecting Non-Literal Usage of Estonian Particle Verbs

no code implementations • NAACL 2018 • Eleri Aedmaa, Maximilian K{\"o}per, Sabine Schulte im Walde

This paper presents two novel datasets and a random-forest classifier to automatically predict literal vs. non-literal language usage for a highly frequent type of multi-word expression in a low-resource language, i. e., Estonian.