- Fokusthemen: Maschinelle Sprachverarbeitung und Maschinelles Lernen, Digitale Linguistik
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Publikationen
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X-Stance: A Multilingual Multi-Target Dataset for Stance Detection In: 5th Swiss Text Analytics Conference (SwissText) & 16th Conference on Natural Language Processing (KONVENS), Zurich, 23 June 2020 - 25 June 2020, CEUR Workshop Proceedings.
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A Set of Recommendations for Assessing Human–Machine Parity in Language Translation Journal of Artificial Intelligence Research, 67:653-672.
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Root Mean Square Layer Normalization In: Advances in Neural Information Processing Systems 32, Vancouver, Canada, 8 December 2019 - 14 December 2019, Curran Associates.
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Context-Aware Monolingual Repair for Neural Machine Translation In: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), Hong Kong, 3 November 2019 - 7 November 2019. Association for Computational Linguistics, 876-885.
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The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives In: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), Hong Kong, 3 November 2019 - 7 November 2019. Association for Computational Linguistics, 4387-4397.
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Encoders Help You Disambiguate Word Senses in Neural Machine Translation In: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), Hong Kong, 3 November 2019 - 7 November 2019. Association for Computational Linguistics, 1429-1435.
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Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention In: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), Hong Kong, 3 November 2019 - 7 November 2019. Association for Computational Linguistics, 897-908.
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Samsung and University of Edinburgh’s System for the IWSLT 2019 In: 16th International Workshop on Spoken Language Translation 2019, Hong Kong, 2 November 2019 - 3 November 2019.
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Understanding Neural Machine Translation by Simplification: The Case of Encoder-free Models In: Proceedings of Recent Advances in Natural Language Processing, Varna, Bulgaria, 2 September 2019 - 4 September 2019. INCOMA, 1186-1193.
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Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts In: ACL 2019 FOURTH CONFERENCE ON MACHINE TRANSLATION (WMT19), Florence, Italy, 1 August 2019 - 2 August 2019. ACL, 102-115.
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Revisiting Low-Resource Neural Machine Translation: A Case Study In: 57th Conference of the Association for Computational Linguistics, Florence, Italy, 28 July 2019 - 2 August 2019. ACL, 211-221.
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A Lightweight Recurrent Network for Sequence Modeling In: 57th Conference of the Association for Computational Linguistics, Florence, Italy, 28 July 2019 - 2 August 2019. ACL, 1538-1548.
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Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned In: 57th Conference of the Association for Computational Linguistics, Florence, Italy, 28 July 2019 - 2 August 2019. ACL, 5797-5808.
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When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion In: Proceedings of the 57th Conference of the Association for Computational Linguistics, Florence, Italy, 28 July 2019 - 2019. Association for Computational Linguistics, 1198-1212.
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Has Machine Translation Achieved Human Parity? A Case for Document-level Evaluation In: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, 31 October 2018 - 4 November 2018. Association for Computational Linguistics, 4791-4796.
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Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures In: Conference on Empirical Methods in Natural Language Processing (EMNLP), Brussels, 2 November 2018 - 4 November 2018, ACL.
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The Word Sense Disambiguation Test Suite at WMT18 In: Third Conference on Machine Translation (WMT), Brussels, 31 October 2018 - 1 November 2018. Association for Computational Linguistics, 594-602.
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An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation In: Proceedings of the Third Conference on Machine Translation, Brussels, 31 October 2018 - 1 November 2018, Association for Computational Linguistics.
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A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation In: Third Conference on Machine Translation (WMT 18), Brussels, Belgium, 31 October 2018 - 1 November 2018. ACL, 61-72.
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Context-Aware Neural Machine Translation Learns Anaphora Resolution In: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Melbourne, 15 July 2018 - 20 July 2018. Association for Computational Linguistics, 1264-1274.