1 code implementation • COLING 2020 • Esther van den Berg, Katja Markert
We find that the best-performing context-inclusive model outperforms the baseline on longer sentences, and sentences from politically centrist articles.
no code implementations • 18 Mar 2020 • David Ifeoluwa Adelani, Michael A. Hedderich, Dawei Zhu, Esther van den Berg, Dietrich Klakow
Techniques such as distant and weak supervision can be used to create labeled data in a (semi-) automatic way.
Low Resource Named Entity Recognition named-entity-recognition +3
no code implementations • WS 2017 • Julian Hitschler, Esther van den Berg, Ines Rehbein
We use a convolutional neural network to perform authorship identification on a very homogeneous dataset of scientific publications.
1 code implementation • 6 Sep 2015 • Manuela Hürlimann, Benno Weck, Esther van den Berg, Simon Šuster, and Malvina Nissim
We present a simple and effective approach to authorship verification for Dutch, English, Spanish and Greek, which can be easily ported to yet other languages. We train a binary linear classifier both on the features describing known and unknown documents individually, and on the joint features comparing these two types of documents.