- Fokusthemen: Maschinelle Sprachverarbeitung und Maschinelles Lernen, Digitale Linguistik
Publikationen
ZORA Publikationsliste
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Publikationen
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The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives 4387–4397. https://www.aclweb.org/anthology/D19-1448.pdf
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Context-Aware Monolingual Repair for Neural Machine Translation 876–885. https://www.aclweb.org/anthology/D19-1081.pdf
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Encoders Help You Disambiguate Word Senses in Neural Machine Translation 1429–1435. https://doi.org/10.18653/v1/D19-1149
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Samsung and University of Edinburgh’s System for the IWSLT 2019 16th International Workshop on Spoken Language Translation 2019, Hong Kong. https://doi.org/10.5281/zenodo.3525537
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Understanding Neural Machine Translation by Simplification: The Case of Encoder-free Models (G. Angelova, R. Mitkov, I. Nikolova, & I. Temnikova, Eds.; pp. 1186–1193). INCOMA. https://doi.org/10.26615/978-954-452-056-4_136
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Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts 102–115. http://www.aclweb.org/anthology/W19-5211
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Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned 5797–5808. https://www.aclweb.org/anthology/P19-1580
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Revisiting Low-Resource Neural Machine Translation: A Case Study 211–221. https://www.aclweb.org/anthology/P19-1021
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A Lightweight Recurrent Network for Sequence Modeling 1538–1548. https://www.aclweb.org/anthology/P19-1149
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When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion 1198–1212. https://www.aclweb.org/anthology/P19-1116
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Has Machine Translation Achieved Human Parity? A Case for Document-level Evaluation 4791–4796. http://www.aclweb.org/anthology/D18-1512
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Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures Conference on Empirical Methods in Natural Language Processing (EMNLP), Brussels. http://aclweb.org/anthology/D18-1458
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The Word Sense Disambiguation Test Suite at WMT18 (No. 2). 594–602. https://doi.org/10.18653/v1/W18-6437
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A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation 61–72. http://www.statmt.org/wmt18/pdf/WMT007.pdf
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An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation Proceedings of the Third Conference on Machine Translation, Brussels. http://www.statmt.org/wmt18/pdf/WMT004.pdf
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Context-Aware Neural Machine Translation Learns Anaphora Resolution 1264–1274. http://aclweb.org/anthology/P18-1117
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Evaluating Discourse Phenomena in Neural Machine Translation 1304–1313. http://aclweb.org/anthology/N18-1118
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Improving Word Sense Disambiguation in Neural Machine Translation with Sense Embeddings 11–19. http://www.aclweb.org/anthology/W17-4702
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Nematus: a Toolkit for Neural Machine Translation 65–68. https://doi.org/10.18653/v1/e17-3017
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Zmorge: A German Morphological Lexicon Extracted from Wiktionary Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC’14), Reykjavik. http://www.lrec-conf.org/proceedings/lrec2014/pdf/116_Paper.pdf