Rico Sennrich

Most-cited papers

Root Mean Square Layer Normalization
Biao Zhang, Rico Sennrich
2019Neural Information Processing Systems2,138 citations
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Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned
Elena Voita, David Talbot, F. Moiseev, Rico Sennrich +1 more
2019Annual Meeting of the Association for Computational Linguistics1,673 citations Open access
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Context-Aware Neural Machine Translation Learns Anaphora Resolution
Elena Voita, P. Serdyukov, Rico Sennrich, Ivan Titov
2018Annual Meeting of the Association for Computational Linguistics329 citations Open access
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Has Machine Translation Achieved Human Parity? A Case for Document-level Evaluation
Samuel Läubli, Rico Sennrich, M. Volk
2018Conference on Empirical Methods in Natural Language Processing309 citations Open access
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Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures
Gongbo Tang, Mathias Müller, Annette Rios Gonzales, Rico Sennrich
2018Conference on Empirical Methods in Natural Language Processing278 citations Open access
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Revisiting Low-Resource Neural Machine Translation: A Case Study
Rico Sennrich, Biao Zhang
2019Annual Meeting of the Association for Computational Linguistics240 citations Open access
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The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives
Elena Voita, Rico Sennrich, Ivan Titov
2019Conference on Empirical Methods in Natural Language Processing229 citations Open access
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On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation
Chaojun Wang, Rico Sennrich
2020Annual Meeting of the Association for Computational Linguistics207 citations Open access
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NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages
Genta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, Rahmad Mahendra +10 more
2022Conference of the European Chapter of the Association for Computational Linguistics162 citations Open access
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A Set of Recommendations for Assessing Human-Machine Parity in Language Translation
Samuel Läubli, Sheila Castilho, Graham Neubig, Rico Sennrich +2 more
2020Journal of Artificial Intelligence Research134 citations Open access
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Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention
Biao Zhang, Ivan Titov, Rico Sennrich
2019Conference on Empirical Methods in Natural Language Processing133 citations Open access
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X -stance: A Multilingual Multi-Target Dataset for Stance Detection
Jannis Vamvas, Rico Sennrich
2020SwissText/KONVENS123 citations
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Context-Aware Monolingual Repair for Neural Machine Translation
Elena Voita, Rico Sennrich, Ivan Titov
2019Conference on Empirical Methods in Natural Language Processing114 citations Open access
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Domain Robustness in Neural Machine Translation
Mathias Müller, Annette Rios Gonzales, Rico Sennrich
2019Conference of the Association for Machine Translation in the Americas104 citations
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Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation
Elena Voita, Rico Sennrich, Ivan Titov
2020Annual Meeting of the Association for Computational Linguistics102 citations Open access
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Share or Not? Learning to Schedule Language-Specific Capacity for Multilingual Translation
Biao Zhang, Ankur Bapna, Rico Sennrich, O. Firat
2021International Conference on Learning Representations97 citations
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An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation
Gongbo Tang, Rico Sennrich, Joakim Nivre
2018Conference on Machine Translation90 citations Open access
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Uncertainty in Natural Language Generation: From Theory to Applications
Joris Baan, Nico Daheim, Evgenia Ilia, Dennis Ulmer +6 more
2023arXiv.org85 citations Open access
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BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation
Y. Jiang, Tianyu Liu, Shu-Ming Ma, Dong-Dong Zhang +6 more
2021North American Chapter of the Association for Computational Linguistics82 citations Open access
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Sparse Attention with Linear Units
Biao Zhang, Ivan Titov, Rico Sennrich
2021Conference on Empirical Methods in Natural Language Processing74 citations Open access
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Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation
Mathias Müller, Rico Sennrich
2021Annual Meeting of the Association for Computational Linguistics74 citations Open access
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In Neural Machine Translation, What Does Transfer Learning Transfer?
Alham Fikri Aji, Nikolay Bogoychev, K. Heafield, Rico Sennrich
2020Annual Meeting of the Association for Computational Linguistics74 citations Open access
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Mitigating Hallucinations and Off-target Machine Translation with Source-Contrastive and Language-Contrastive Decoding
Rico Sennrich, Jannis Vamvas, Alireza Mohammadshahi
2023Conference of the European Chapter of the Association for Computational Linguistics68 citations Open access
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SLTUNET: A Simple Unified Model for Sign Language Translation
Biao Zhang, Mathias Muller, Rico Sennrich
2023International Conference on Learning Representations63 citations Open access
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Identifying Weaknesses in Machine Translation Metrics Through Minimum Bayes Risk Decoding: A Case Study for COMET
Chantal Amrhein, Rico Sennrich
2022AACL59 citations Open access
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Domain, Translationese and Noise in Synthetic Data for Neural Machine Translation
Nikolay Bogoychev, Rico Sennrich
2019arXiv.org52 citations
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Revisiting End-to-End Speech-to-Text Translation From Scratch
Biao Zhang, B. Haddow, Rico Sennrich
2022International Conference on Machine Learning47 citations Open access
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Vision Matters When It Should: Sanity Checking Multimodal Machine Translation Models
Jiaoda Li, Duygu Ataman, Rico Sennrich
2021Conference on Empirical Methods in Natural Language Processing45 citations Open access
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What’s the Meaning of Superhuman Performance in Today’s NLU?
Simone Tedeschi, Johan Bos, T. Declerck, Jan Hajic +8 more
2023Annual Meeting of the Association for Computational Linguistics42 citations Open access
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Adaptive Feature Selection for End-to-End Speech Translation
Biao Zhang, Ivan Titov, B. Haddow, Rico Sennrich
2020Findings42 citations Open access
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Zero-Shot Crosslingual Sentence Simplification
Jonathan Mallinson, Rico Sennrich, Mirella Lapata
2020Conference on Empirical Methods in Natural Language Processing36 citations Open access
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Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference Resolution
Denis Emelin, Rico Sennrich
2021Conference on Empirical Methods in Natural Language Processing34 citations Open access
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Machine Translation Meta Evaluation through Translation Accuracy Challenge Sets
Nikita Moghe, Arnisa Fazla, Chantal Amrhein, Tom Kocmi +4 more
2024Computational Linguistics33 citations
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Improving Zero-Shot Cross-lingual Transfer Between Closely Related Languages by Injecting Character-Level Noise
Noëmi Aepli, Rico Sennrich
2021Findings31 citations Open access
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The Word Sense Disambiguation Test Suite at WMT18
Annette Rios Gonzales, Mathias Müller, Rico Sennrich
2018Conference on Machine Translation28 citations Open access
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Evaluating MT for massive open online courses
Sheila Castilho, Joss Moorkens, Federico Gaspari, Rico Sennrich +2 more
2018Machine Translation28 citations Open access
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Contrastive Conditioning for Assessing Disambiguation in MT: A Case Study of Distilled Bias
Jannis Vamvas, Rico Sennrich
2021Conference on Empirical Methods in Natural Language Processing27 citations Open access
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SignCLIP: Connecting Text and Sign Language by Contrastive Learning
Zifan Jiang, Gerard Sant, Amit Moryossef, Mathias Muller +2 more
2024Conference on Empirical Methods in Natural Language Processing26 citations
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Exploiting Biased Models to De-bias Text: A Gender-Fair Rewriting Model
Chantal Amrhein, Florian Schottmann, Rico Sennrich, Samuel Laubli
2023Annual Meeting of the Association for Computational Linguistics26 citations Open access
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Proceedings of the Fifth Workshop on Computational Approaches to Linguistic Code-Switching
Kalika Bali, Pushpak Bhattacharyya, M. Fomicheva, Philipp Koehn +496 more
202126 citations Open access
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Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT
Elena Voita, Rico Sennrich, Ivan Titov
2021Conference on Empirical Methods in Natural Language Processing26 citations Open access
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Beyond Sentence-Level End-to-End Speech Translation: Context Helps
Biao Zhang, Ivan Titov, B. Haddow, Rico Sennrich
2021Annual Meeting of the Association for Computational Linguistics24 citations Open access
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The University of Edinburgh’s Submissions to the WMT18 News Translation Task
B. Haddow, Nikolay Bogoychev, Denis Emelin, Ulrich Germann +4 more
2018Conference on Machine Translation23 citations Open access
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Encoders Help You Disambiguate Word Senses in Neural Machine Translation
Gongbo Tang, Rico Sennrich, Joakim Nivre
2019Conference on Empirical Methods in Natural Language Processing22 citations Open access
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On the Limits of Minimal Pairs in Contrastive Evaluation
Jannis Vamvas, Rico Sennrich
2021BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP21 citations
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A Benchmark for Evaluating Machine Translation Metrics on Dialects without Standard Orthography
Noëmi Aepli, Chantal Amrhein, Florian Schottmann, Rico Sennrich
2023Conference on Machine Translation20 citations
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As Little as Possible, as Much as Necessary: Detecting Over- and Undertranslations with Contrastive Conditioning
Jannis Vamvas, Rico Sennrich
2022Annual Meeting of the Association for Computational Linguistics20 citations Open access
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Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications
B. Klebanov, C. Bryant, Andrew Caines, M. Felice +496 more
202020 citations Open access
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Subword Segmentation and a Single Bridge Language Affect Zero-Shot Neural Machine Translation
Annette Rios Gonzales, Mathias Müller, Rico Sennrich
2020Conference on Machine Translation19 citations
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SwissBERT: The Multilingual Language Model for Switzerland
Jannis Vamvas, Johannes Graen, Rico Sennrich
2023Swiss Text Analytics Conference17 citations Open access
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