🧑‍🔬 Rico Sennrich — all works

57 works · ← Rico Sennrich

1. Neural Machine Translation of Rare Words with Subword UnitsAnnual Meeting of the Association for Computational Linguistics (ACL)Rico Sennrich, Barry Haddow, Alexandra Birch2016 · 4,067 citations
2. Improving Neural Machine Translation Models with Monolingual Data ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetRico Sennrich, Barry Haddow, Alexandra Birch2016 · 1,627 citations
3. Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be PrunedAnnual Meeting of the Association for Computational Linguistics (ACL)Elena Voita, David Talbot, Fedor Moiseev, et al.2019 · 1,535 citations
4. Improving Massively Multilingual Neural Machine Translation and Zero-Shot TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Biao Zhang, Philip Williams, Ivan Titov, et al.2020 · 477 citations
5. Controlling Politeness in Neural Machine Translation via Side ConstraintsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Rico Sennrich, Barry Haddow, Alexandra Birch2016 · 469 citations
6. Context-Aware Neural Machine Translation Learns Anaphora ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Elena Voita, Pavel Serdyukov, Rico Sennrich, et al.2018 · 449 citations
7. Has Machine Translation Achieved Human Parity? A Case for Document-level EvaluationConference on Empirical Methods in Natural Language Processing (EMNLP)Samuel Läubli, Rico Sennrich, Martin Volk2018 · 444 citations
8. Edinburgh Neural Machine Translation Systems for WMT 16Conference on Machine Translation: Shared Task PapersRico Sennrich, Barry Haddow, Alexandra Birch2016 · 358 citations
9. Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetGongbo Tang et al.2018 · 326 citations
10. When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical CohesionAnnual Meeting of the Association for Computational Linguistics (ACL)Elena Voita, Rico Sennrich, Ivan Titov2019 · 323 citations
11. Paraphrasing Revisited with Neural Machine TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL)Jonathan Mallinson, Rico Sennrich, Mirella Lapata2017 · 321 citations
12. Revisiting Low-Resource Neural Machine Translation: A Case Study ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetRico Sennrich, Biao Zhang2019 · 284 citations
13. Evaluating Discourse Phenomena in Neural Machine TranslationarXiv:1711.00513Rachel Bawden, Rico Sennrich, Alexandra Birch, et al.2017 · 253 citations
14. Linguistic Input Features Improve Neural Machine TranslationConference on Machine Translation: Research PapersRico Sennrich, Barry Haddow2016 · 231 citations
15. The University of Edinburgh's Neural MT Systems for WMT17Conference on Machine Translation (WMT)Rico Sennrich, Alexandra Birch, Anna Currey, et al.2017 · 228 citations
16. The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling ObjectivesConference on Empirical Methods in Natural Language Processing (EMNLP)Elena Voita, Rico Sennrich, Ivan Titov2019 · 225 citations
17. Perplexity Minimization for Translation Model Domain Adaptation in Statistical Machine TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL)Rico Sennrich2012 · 208 citations
18. On Exposure Bias, Hallucination and Domain Shift in Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Chaojun Wang, Rico Sennrich2020 · 206 citations
19. Nematus: a Toolkit for Neural Machine TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL)Rico Sennrich, Orhan Firat, Kyunghyun Cho, et al.2017 · 206 citations
20. Improving Word Sense Disambiguation in Neural Machine Translation with Sense EmbeddingsConference on Machine Translation (WMT)Annette Rios Gonzales, Laura Mascarell, Rico Sennrich2017 · 185 citations
21. Context-Aware Monolingual Repair for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Elena Voita, Rico Sennrich, Ivan Titov2019 · 161 citations
22. Regularization techniques for fine-tuning in neural machine translationConference on Empirical Methods in Natural Language Processing (EMNLP)Antonio Valerio Miceli Barone, Barry Haddow, Ulrich Germann, et al.2017 · 151 citations
23. How Grammatical is Character-level Neural Machine Translation? Assessing MT Quality with Contrastive Translation PairsConference of the European Chapter of the Association for Computational Linguistics (EACL)Rico Sennrich2017 · 149 citations
24. An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation ↗Proceedings of the Third Conference on Machine Translation: Research Papers · no summary yetGongbo Tang, Rico Sennrich, Joakim Nivre2018 · 140 citations
25. Domain Robustness in Neural Machine TranslationConference of the Association for Machine Translation in the Americas (AMTA)Mathias Müller, Annette Rios, Rico Sennrich2020 · 135 citations
26. A parallel corpus of Python functions and documentation strings for automated code documentation and code generation ↗arXiv:1707.02275 · no summary yetAntonio Valerio Miceli Barone, Rico Sennrich2017 · 135 citations
27. A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine TranslationConference on Machine Translation: Research PapersMathias Müller, Annette Rios, Elena Voita, et al.2018 · 123 citations
28. Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetBiao Zhang, Ivan Titov, Rico Sennrich2019 · 119 citations
29. Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation ↗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) · no summary yetElena Voita, Rico Sennrich, Ivan Titov2021 · 113 citations
30. In Neural Machine Translation, What Does Transfer Learning Transfer? ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetAlham Fikri Aji et al.2020 · 96 citations
31. A Comparative Quality Evaluation of PBSMT and NMT using Professional Translators ↗Proceedings of Machine Translation Summit XVI: Research Track · no summary yetSheila Castilho et al.2017 · 86 citations
32. BlonDe: An Automatic Evaluation Metric for Document-level Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yuchen Jiang, Tianyu Liu, Shuming Ma, et al.2022 · 85 citations
33. The AMU-UEDIN Submission to the WMT16 News Translation Task: Attention-based NMT Models as Feature Functions in Phrase-based SMT ↗Proceedings of the First Conference on Machine Translation: Volume 2, Shared Task Papers · no summary yetMarcin Junczys-Dowmunt, Tomasz Dwojak, Rico Sennrich2016 · 81 citations
34. Exploiting Synergies Between Open Resources for German Dependency Parsing, POS-tagging, and Morphological Analysis ↗Proceedings of the International Conference Recent Advances in Natural Language Processing RANLP 2013 · no summary yetRico Sennrich, Martin Volk, Gerold Schneider2013 · 62 citations
35. Zero-Shot Crosslingual Sentence Simplification ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetJonathan Mallinson, Rico Sennrich, Mirella Lapata2020 · 51 citations
36. Identifying Weaknesses in Machine Translation Metrics Through Minimum Bayes Risk Decoding: A Case Study for COMET ↗Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetChantal Amrhein, Rico Sennrich2022 · 50 citations
37. Mitigating Hallucinations and Off-target Machine Translation with Source-Contrastive and Language-Contrastive DecodingConference of the European Chapter of the Association for Computational Linguistics (EACL)Rico Sennrich, Jannis Vamvas, Alireza Mohammadshahi2024 · 47 citations
38. Improving Zero-Shot Cross-lingual Transfer Between Closely Related Languages by Injecting Character-Level Noise ↗Findings of the Association for Computational Linguistics: ACL 2022 · no summary yetNoëmi Aepli, Rico Sennrich2022 · 39 citations
39. Contrastive Conditioning for Assessing Disambiguation in MT: A Case Study of Distilled Bias ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetJannis Vamvas, Rico Sennrich2021 · 36 citations
40. Zmorge: A German Morphological Lexicon Extracted from Wiktionary ↗LREC 2014 (Reykjavik) · no summary yetRico Sennrich, Beat Kunz2014 · 36 citations
41. Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference ResolutionConference on Empirical Methods in Natural Language Processing (EMNLP)Denis Emelin, Rico Sennrich2021 · 35 citations
42. Modelling and Optimizing on Syntactic N-Grams for Statistical Machine Translation ↗Transactions of the Association for Computational Linguistics · no summary yetSennrich, Rico2015 · 34 citations
43. Machine Translation Meta Evaluation through Translation Accuracy Challenge SetsComputational LinguisticsNikita Moghe, Arnisa Fazla, Chantal Amrhein, et al.2025 · 28 citations
44. TerrorCat: a Translation Error Categorization-based MT Quality Metric ↗Proceedings of the Seventh Workshop on Statistical Machine Translation · no summary yetMark Fishel et al.2012 · 27 citations
45. Evaluating Machine Translation Performance on Chinese Idioms with a Blacklist Method ↗Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018) · no summary yetYutong Shao et al.2018 · 20 citations
46. A Benchmark for Evaluating Machine Translation Metrics on Dialects Without Standard Orthography ↗arXiv:2311.16865 · no summary yetNoemi Aepli et al.2023 · 16 citations
47. A Joint Dependency Model of Morphological and Syntactic Structure for Statistical Machine Translation ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetRico Sennrich, Barry Haddow2015 · 14 citations
48. Parity-Aware Byte-Pair Encoding: Improving Cross-lingual Fairness in TokenizationAnnual Meeting of the Association for Computational Linguistics (ACL)Negar Foroutan, Clara Meister, Debjit Paul, et al.2026 · 12 citations
49. A CYK+ Variant for SCFG Decoding Without a Dot Chart ↗Proceedings of SSST-8, Eighth Workshop on Syntax, Semantics and Structure in Statistical Translation · no summary yetSennrich, Rico2014 · 5 citations
50. Modular Adaptation of Multilingual Encoders to Written Swiss German Dialect ↗Proceedings of the 1st Workshop on Modular and Open Multilingual NLP (MOOMIN 2024) · no summary yetJannis Vamvas, Noëmi Aepli, Rico Sennrich2024 · 3 citations
51. Evaluating Automatic Metrics with Incremental Machine Translation Systems ↗Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yetGuojun Wu, Shay B. Cohen, Rico Sennrich2024 · 3 citations
52. Trained MT Metrics Learn to Cope with Machine-translated References ↗Proceedings of the Eighth Conference on Machine Translation · no summary yetJannis Vamvas et al.2023 · 1 citation
53. CommonMorph: Participatory Morphological Documentation PlatformLanguage Resources and Evaluation Conference (LREC)Aso Mahmudi, Sina Ahmadi, Kemal Maulana Kurniawan, et al.2026
54. Information Representation Fairness in Long-Document Embeddings: The Peculiar Interaction of Positional and Language BiasFindings of the Association for Computational LinguisticsElias Schuhmacher, Andrianos Michail, Juri Opitz, et al.2026
55. SwissGov-RSD: A Human-annotated, Cross-lingual Benchmark for Token-level Recognition of Semantic Differences Between Related DocumentsAnnual Meeting of the Association for Computational Linguistics (ACL)Michelle Wastl, Jannis Vamvas, Rico Sennrich2026
56. A Factorial Study of Synthetic Data Generation for Low-Resource Machine Translation using Grammar Books ↗arXiv:2607.22376 · no summary yetVarun Ghat Ravikumar et al.2026
57. Last Translation Benchmark ↗arXiv:2609.04173 · no summary yetVilem Zouhar et al.2026

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