- Fokusthemen: Maschinelle Sprachverarbeitung und Maschinelles Lernen, Digitale Linguistik
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Publikationen
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On Biasing Transformer Attention Towards Monotonicity In: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Online, 6 June 2021 - 11 June 2021. Association for Computational Linguistics, 4474-4488.
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Exploring the Importance of Source Text in Automatic Post-Editing for Context-Aware Machine Translation In: Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa), Reykjavik, Iceland (Online), 31 Mai 2021 - 2 Juni 2021. ACL Anthology, 326-335.
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Edinburgh’s End-to-End Multilingual Speech Translation System for IWSLT 2021 In: Proceedings of the 18th International Conference on Spoken Language Translation (IWSLT 2021), Bangkok, Thailand (online), 1 August 2021, ACL Anthology.
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Share or Not? Learning to Schedule Language-Specific Capacity for Multilingual Translation In: International Conference on Learning Representations, Virtual, 3 May 2021 - 7 May 2021, ICLR.
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On Sparsifying Encoder Outputs in Sequence-to-Sequence Models In: Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, Online, 1 August 2021, ACL Anthology.
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Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), Online, 1 August 2021, ACL Anthology.
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Beyond Sentence-Level End-to-End Speech Translation: Context Helps In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), Online, 1 August 2021, ACL Anthology.
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Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), Online, 1 August 2021, ACL Anthology.
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ELITR Multilingual Live Subtitling: Demo and Strategy In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, Online, 1 April 2021, ACL Anthology.
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Understanding Pure Character-Based Neural Machine Translation: The Case of Translating Finnish into English In: Proceedings of the 28th International Conference on Computational Linguistics, Barcelona, Spain, 8 December 2020 - 13 December 2020. International Committee on Computational Linguistics, 4251-4262.
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Adaptive Feature Selection for End-to-End Speech Translation In: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings, Online, 16 November 2020 - 20 November 2020. Association for Computational Linguistics, 2533-2544.
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Zero-Shot Crosslingual Sentence Simplification In: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), Online, 16 November 2020 - 20 November 2020. Association for Computational Linguistics, 5109-5126.
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Subword segmentation and a single bridge language affect zero-shot neural machine translation In: 5th Conference on Machine Translation (WMT), Virtual, 19 November 2020 - 20 November 2020. Association for Computational Linguistics, 526-535.
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Fast Interleaved Bidirectional Sequence Generation In: Proceedings of the Fifth Conference on Machine Translation, Online, 19 November 2020 - 20 November 2020. Association for Computational Linguistics, 501-513.
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On Romanization for Model Transfer Between Scripts in Neural Machine Translation In: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings, Online, 16 November 2020 - 20 November 2020. Association for Computational Linguistics, 2461-2469.
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Detecting Word Sense Disambiguation Biases in Machine Translation for Model-Agnostic Adversarial Attacks In: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), Online, 16 November 2020 - 20 November 2020. Association for Computational Linguistics, 7635-7653.
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Domain robustness in neural machine translation In: 14th Conference of the Association for Machine Translation in the Americas (AMTA 2020), Virtual, 6 October 2020 - 9 October 2020. Association for Machine Translation in the Americas, 151-164.
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Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, Online, 6 July 2020 - 10 July 2020. Association for Computational Linguistics, 1628-1639.
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On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, Online, 5 July 2020 - 10 July 2020. Association for Computational Linguistics, 3544-3552.