Dana Ruiter

Researcher

Building C7.1
Room 0.14
Universität des Saarlandes (Saarland University)
66123 Saarbrücken

druiter (at) lsv dot uni-saarland dot de
+49 681 302 58 58133

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.