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Sennrich, Rico

  1. Neural Machine Translation of Rare Words with Subword Units
    2015/08/31 by Sennrich, Rico, Haddow, Barry, Birch, Alexandra · 251 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  2. Root Mean Square Layer Normalization
    2019/10/16 by Biao Zhang, Zhang, Biao, Rico Sennrich +1 · 282 citations
    Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Neural Networks and Applications
  3. Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned
    2019/05/23 by Elena Voita, David Talbot, Voita, Elena +7 · 93 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Software Engineering Research
  4. Improving Neural Machine Translation Models with Monolingual Data
    2015/11/20 by Sennrich, Rico, Haddow, Barry, Birch, Alexandra · 30 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  5. Nematus: a Toolkit for Neural Machine Translation
    2017/03/13 by Rico Sennrich, Orhan Firat, Orhan Fırat +20 · 1 voice · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL
  6. Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation
    2020/04/24 by Biao Zhang, Philip Williams, Zhang, Biao +5 · 25 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  7. The Bottom-up Evolution of Representations in the Transformer: A Study\n with Machine Translation and Language Modeling Objectives
    2019/09/03 by Elena Voita, Voita, Elena, Rico Sennrich +3 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  8. Context-Aware Neural Machine Translation Learns Anaphora Resolution
    2018/05/25 by Voita, Elena, Serdyukov, Pavel, Sennrich, Rico +1 · 9 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  9. On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation
    2020/05/07 by Chaojun Wang, Rico Sennrich, Wang, Chaojun +1 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  10. Evaluating Discourse Phenomena in Neural Machine Translation
    2017/11/01 by Rachel Bawden, Bawden, Rachel, Rico Sennrich +4 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  11. Has Machine Translation Achieved Human Parity? A Case for Document-level Evaluation
    2018/08/21 by Samuel Läubli, Rico Sennrich, Läubli, Samuel +3 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  12. Edinburgh Neural Machine Translation Systems for WMT 16
    2016/06/09 by Sennrich, Rico, Haddow, Barry, Birch, Alexandra · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. Uncertainty in Natural Language Generation: From Theory to Applications
    2023/07/28 by Baan, Joris, Daheim, Nico, Ilia, Evgenia +7 · 11 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. SignCLIP: Connecting Text and Sign Language by Contrastive Learning
    2024/07/01 by Jiang, Zifan, Sant, Gerard, Moryossef, Amit +3 · 12 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  15. A parallel corpus of Python functions and documentation strings for automated code documentation and code generation
    2017/07/07 by Antonio Valerio Miceli Barone, Rico Sennrich, Barone, Antonio Valerio Miceli +1 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  16. BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation
    2021/03/22 by Yuchen Eleanor Jiang, Jiang, Yuchen Eleanor, Tianyu Liu +17 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  17. Sparse Attention with Linear Units
    2021/04/14 by Zhang, Biao, Titov, Ivan, Sennrich, Rico · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. SLTUNET: A Simple Unified Model for Sign Language Translation
    2023/05/02 by Biao Zhang, Mathias Müller, Zhang, Biao +3 · 6 citations
    Computer Science · Psychology · #Hand Gesture Recognition Systems #Hearing Impairment and Communication #Human Pose and Action Recognition
  19. Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention
    2019/08/29 by Zhang, Biao, Titov, Ivan, Sennrich, Rico · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  20. NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages
    2022/05/31 by Winata, Genta Indra, Aji, Alham Fikri, Cahyawijaya, Samuel +11 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation
    2018/10/17 by Tang, Gongbo, Sennrich, Rico, Nivre, Joakim · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  22. X-Stance: A Multilingual Multi-Target Dataset for Stance Detection
    2020/03/18 by Jannis Vamvas, Rico Sennrich, Vamvas, Jannis +1 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining
  23. What's the Meaning of Superhuman Performance in Today's NLU?
    2023/05/15 by Tedeschi, Simone, Bos, Johan, Declerck, Thierry +9 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  24. Machine Translation Meta Evaluation through Translation Accuracy Challenge Sets
    2024/01/29 by Nikita Moghe, Moghe, Nikita, Arnisa Fazla +13 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  25. Linear-time Minimum Bayes Risk Decoding with Reference Aggregation
    2024/02/06 by Jannis Vamvas, Rico Sennrich, Vamvas, Jannis +1 · 5 citations
    Decision Sciences · Engineering · Computer Science · #Advanced Statistical Process Monitoring #Fault Detection and Control Systems #Bayesian Modeling and Causal Inference
  26. Understanding the Properties of Minimum Bayes Risk Decoding in Neural\n Machine Translation
    2021/05/18 by Mathias Müller, Müller, Mathias, Rico Sennrich +1 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  27. Linguistic Input Features Improve Neural Machine Translation
    2016/06/09 by Sennrich, Rico, Haddow, Barry · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  28. Domain Robustness in Neural Machine Translation
    2019/11/08 by Müller, Mathias, Rios, Annette, Sennrich, Rico · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  29. The University of Edinburgh's Neural MT Systems for WMT17
    2017/08/02 by Sennrich, Rico, Birch, Alexandra, Currey, Anna +5 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  30. Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures
    2018/08/27 by Gongbo Tang, Tang, Gongbo, Annette Rios +4 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  31. Revisiting Low-Resource Neural Machine Translation: A Case Study
    2019/05/28 by Sennrich, Rico, Zhang, Biao · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  32. Context-Aware Monolingual Repair for Neural Machine Translation
    2019/09/03 by Voita, Elena, Sennrich, Rico, Titov, Ivan · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  33. Exploiting Biased Models to De-bias Text: A Gender-Fair Rewriting Model
    2023/05/18 by Amrhein, Chantal, Schottmann, Florian, Sennrich, Rico +1 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
  34. Analyzing the Source and Target Contributions to Predictions in Neural\n Machine Translation
    2020/10/21 by Elena Voita, Rico Sennrich, Voita, Elena +3 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  35. A Benchmark for Evaluating Machine Translation Metrics on Dialects Without Standard Orthography
    2023/11/28 by Aepli, Noëmi, Amrhein, Chantal, Schottmann, Florian +1 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
  36. Improving the Cross-Lingual Generalisation in Visual Question Answering
    2022/09/07 by Farhad Nooralahzadeh, Rico Sennrich, Nooralahzadeh, Farhad +1 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  37. How Grammatical is Character-level Neural Machine Translation? Assessing\n MT Quality with Contrastive Translation Pairs
    2016/12/14 by Rico Sennrich, Sennrich, Rico · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  38. Mitigating Hallucinations and Off-target Machine Translation with Source-Contrastive and Language-Contrastive Decoding
    2023/09/13 by Rico Sennrich, Jannis Vamvas, Sennrich, Rico +3 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Pharmacology, Toxicology and Pharmaceutics · #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Pharmacological Receptor Mechanisms and Effects #Plant-based Medicinal Research
  39. Evaluating Machine Translation Performance on Chinese Idioms with a Blacklist Method
    2017/11/21 by Shao, Yutong, Sennrich, Rico, Webber, Bonnie +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  40. SwissBERT: The Multilingual Language Model for Switzerland
    2023/03/23 by Jannis Vamvas, Johannes Graën, Vamvas, Jannis +3 · 2 citations
    Arts and Humanities · Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Gender Studies in Language #Linguistic research and analysis #Natural Language Processing Techniques
  41. A Lightweight Recurrent Network for Sequence Modeling
    2019/05/30 by Biao Zhang, Rico Sennrich, Zhang, Biao +1 · 1 citation
    Computer Science · #Topic Modeling #Time Series Analysis and Forecasting #Natural Language Processing Techniques
  42. Domain, Translationese and Noise in Synthetic Data for Neural Machine Translation
    2019/11/06 by Bogoychev, Nikolay, Sennrich, Rico · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  43. On Romanization for Model Transfer Between Scripts in Neural Machine Translation
    2020/09/30 by Amrhein, Chantal, Sennrich, Rico · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  44. Fast Interleaved Bidirectional Sequence Generation
    2020/10/27 by Zhang, Biao, Titov, Ivan, Sennrich, Rico · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  45. How Suitable Are Subword Segmentation Strategies for Translating Non-Concatenative Morphology?
    2021/09/02 by Amrhein, Chantal, Sennrich, Rico · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
  46. Improving Zero-shot Cross-lingual Transfer between Closely Related Languages by injecting Character-level Noise
    2021/09/14 by Noëmi Aepli, Aepli, Noëmi, Rico Sennrich +1 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  47. Vision Matters When It Should: Sanity Checking Multimodal Machine Translation Models
    2021/09/08 by Jiaoda Li, Duygu Ataman, Li, Jiaoda +3 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Multimodal Machine Learning Applications #Topic Modeling
  48. On Sparsifying Encoder Outputs in Sequence-to-Sequence Models
    2020/04/24 by Biao Zhang, Zhang, Biao, Ivan Titov +3 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  49. As Little as Possible, as Much as Necessary: Detecting Over- and Undertranslations with Contrastive Conditioning
    2022/03/03 by Vamvas, Jannis, Sennrich, Rico · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  50. Identifying Weaknesses in Machine Translation Metrics Through Minimum Bayes Risk Decoding: A Case Study for COMET
    2022/02/10 by Chantal Amrhein, Amrhein, Chantal, Rico Sennrich +1 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #I.2.7 #Natural Language Processing Techniques #Topic Modeling
  51. The AMU-UEDIN Submission to the WMT16 News Translation Task:\n Attention-based NMT Models as Feature Functions in Phrase-based SMT
    2016/05/16 by Marcin Junczys-Dowmunt, Junczys-Dowmunt, Marcin, Tomasz Dwojak +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  52. Revisiting End-to-End Speech-to-Text Translation From Scratch
    2022/06/09 by Biao Zhang, Barry Haddow, Zhang, Biao +3 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  53. A Priority Map for Vision-and-Language Navigation with Trajectory Plans and Feature-Location Cues
    2022/07/24 by Armitage, Jason, Impett, Leonardo, Sennrich, Rico · 1 citation
    #FOS: Computer and information sciences #I.2 #Machine Learning (cs.LG)
  54. Parity-Aware Byte-Pair Encoding: Improving Cross-lingual Fairness in Tokenization
    2025/08/06 by Negar Foroutan, Foroutan, Negar, Clara Meister +11 · 2 voices · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
  55. Investigating Multi-Pivot Ensembling with Massively Multilingual Machine Translation Models
    2023/11/13 by Alireza Mohammadshahi, Jannis Vamvas, Mohammadshahi, Alireza +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  56. CHARM: Calibrating Reward Models With Chatbot Arena Scores
    2025/04/14 by Xiao Zhu, Zhu, Xiao, Tan, Chenmien +7 · 2 citations
    Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods
  57. An Analysis of BPE Vocabulary Trimming in Neural Machine Translation
    2024/03/30 by Marco Cognetta, Tatsuya Hiraoka, Cognetta, Marco +7 · 1 citation
    Computer Science · #Natural Language Processing Techniques
  58. Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed?
    2023/12/20 by Tannon Kew, Kew, Tannon, Florian Schottmann +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  59. Source-primed Multi-turn Conversation Helps Large Language Models Translate Documents
    2025/03/13 by Hanxu Hu, Han Hu, Jannis Vamvas +4 · 1 voice · 1 citation
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL
  60. 20min-XD: A Comparable Corpus of Swiss News Articles
    2025/04/30 by Michelle Wastl, Wastl, Michelle, Jannis Vamvas +5 · 1 voice · 1 citation
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification