Dana Ruiter

Research Interests

• Self-Supervised Learning
• Low Resource Machine Translation
• Low Resource Text Classification

With a general enthusiasm for all kinds of low-resource settings, unsupervised approaches as well as multitask learning, representation learning and multilingual systems.

Publications

• Susann Boy, Dana Ruiter, Dietrich Klakow. 2021. Emoji-Based Transfer Learning for Sentiment Tasks. In Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop.
• Sourav Dutta, Jesujoba Alabi, Saptarashmi Bandyopadhyay, Dana Ruiter, Josef van Genabith. 2020. UdS-DFKI@WMT20: Unsupervised MT and Very Low Resource Supervised MT for German-Upper Sorbian. In Proceedings of the Fifth Conference on Machine Translation.
• Moritz Wolf, Dana Ruiter, Ashwin Geet D’Sa, Liane Reiners, Jan Alexandersson, Dietrich Klakow. 2020. HUMAN: Hierarchical Universal Modular ANnotator. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations.
• Dana Ruiter, Josef van Genabith, Cristina España-Bonet. 2020. Self-Induced Curriculum Learning in Self-Supervised Neural Machine Translation. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), Virtual.
• Ashwin Geet D’Sa, Irina Illina, Dominique Fohr, Dietrich Klakow, Dana Ruiter. 2020. Label Propagation-Based Semi-Supervised Learning for Hate Speeh Classification. In Proceedings of the First Workshop on Insights from Negative Results in NLP.
• Dana Ruiter, Md. Ataur Rahman, Dietrich Klakow. 2019. LSV-UdS at HASOC 2019: The Problem of Defining Hate. In Forum for Information Retrieval Evaluation, Kolkata, India.
• Dana Ruiter, Cristina España-Bonet, Josef van Genabith. 2019.
  Self-Supervised Neural Machine Translation. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, Volume 2: Short Papers, Florence, Italy. Association for Computational Linguistics.
• Cristina España-Bonet, Dana Ruiter, Josef van Genabith. 2019. UdS-DFKI Participation at WMT 2019: Low-Resource (en-gu) and Coreference-Aware (en-de) Systems. In Fourth Conference on Machine Translation, Florence, Italy.