Rico Sennrich; Jannis Vamvas; Alireza Mohammadshahi (2024). Mitigating Hallucinations and Off-target Machine Translation with Source-Contrastive and Language-Contrastive DecodingIn Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics. St. Julians, Malta [bib]X
@inproceedings{sennrich-vamvas-mohammadshahi-2024-mitigating,
title = "Mitigating Hallucinations and Off-target Machine Translation with Source-Contrastive and Language-Contrastive Decoding",
author = "Sennrich, Rico and
Vamvas, Jannis and
Mohammadshahi, Alireza",
booktitle = "Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics",
month = mar,
year = "2024",
address = "St. Julians, Malta",
eprint = "2309.07098"
}
Jannis Vamvas; Noëmi Aepli; Rico Sennrich (2024). Modular Adaptation of Multilingual Encoders to Written Swiss German DialectIn First Workshop on Modular and Open Multilingual NLP (MOOMIN 2024). St. Julians, Malta [bib]X
@inproceedings{vamvas-etal-2024-modular,
title = "Modular Adaptation of Multilingual Encoders to Written Swiss German Dialect",
author = "Vamvas, Jannis and
Aepli, No{\"e}mi and
Sennrich, Rico",
booktitle = "First Workshop on Modular and Open Multilingual NLP (MOOMIN 2024)",
month = mar,
year = "2024",
address = "St. Julians, Malta",
eprint = "2401.14400"
}
2023
Jannis Vamvas; Rico Sennrich (2023). Towards Unsupervised Recognition of Token-level Semantic Differences in Related DocumentsIn Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Singapore, pp. 13543-13552. [bib]X
@inproceedings{vamvas-sennrich-2023-towards,
title = "Towards Unsupervised Recognition of Token-level Semantic Differences in Related Documents",
author = "Vamvas, Jannis and
Sennrich, Rico",
booktitle = "Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing",
month = dec,
year = "2023",
address = "Singapore",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2023.emnlp-main.835",
pages = "13543--13552",
}
Noëmi Aepli; Chantal Amrhein; Florian Schottmann; Rico Sennrich (2023). A Benchmark for Evaluating Machine Translation Metrics on Dialects without Standard OrthographyIn Proceedings of the Eighth Conference on Machine Translation. Singapore, pp. 1045-1065. [bib]X
@inproceedings{aepli-etal-2023-benchmark,
title = "A Benchmark for Evaluating Machine Translation Metrics on Dialects without Standard Orthography",
author = {Aepli, No{\"e}mi and
Amrhein, Chantal and
Schottmann, Florian and
Sennrich, Rico},
booktitle = "Proceedings of the Eighth Conference on Machine Translation",
month = dec,
year = "2023",
address = "Singapore",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2023.wmt-1.99",
pages = "1045--1065"
}
Jannis Vamvas; Tobias Domhan; Sony Trenous; Rico Sennrich; Eva Hasler (2023). Trained MT Metrics Learn to Cope with Machine-translated ReferencesIn Proceedings of the Eighth Conference on Machine Translation. Singapore, pp. 983-995. [bib]X
@inproceedings{vamvas-etal-2023-trained,
title = "Trained {MT} Metrics Learn to Cope with Machine-translated References",
author = "Vamvas, Jannis and
Domhan, Tobias and
Trenous, Sony and
Sennrich, Rico and
Hasler, Eva",
booktitle = "Proceedings of the Eighth Conference on Machine Translation",
month = dec,
year = "2023",
address = "Singapore",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2023.wmt-1.95",
pages = "983--995",
}
Simone Tedeschi; Johan Bos; Thierry Declerck; Jan Hajič; Daniel Hershcovich; Eduard Hovy; Alexander Koller; Simon Krek; Steven Schockaert; Rico Sennrich; Ekaterina Shutova; Roberto Navigli (2023). Whatʼs the Meaning of Superhuman Performance in Todayʼs NLU?In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Toronto, Canada, pp. 12471-12491. [bib] ★ outstanding paper awardX
@inproceedings{tedeschi-etal-2023-whats,
title = "What{'}s the Meaning of Superhuman Performance in Today{'}s {NLU}?",
author = "Tedeschi, Simone and
Bos, Johan and
Declerck, Thierry and
Haji{\v{c}}, Jan and
Hershcovich, Daniel and
Hovy, Eduard and
Koller, Alexander and
Krek, Simon and
Schockaert, Steven and
Sennrich, Rico and
Shutova, Ekaterina and
Navigli, Roberto",
booktitle = "Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
month = jul,
year = "2023",
address = "Toronto, Canada",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2023.acl-long.697",
pages = "12471--12491",
}
Chantal Amrhein; Florian Schottmann; Rico Sennrich; Samuel Läubli (2023). Exploiting Biased Models to De-bias Text: A Gender-Fair Rewriting ModelIn Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Toronto, Canada, pp. 4486-4506. [bib][code]X
@inproceedings{amrhein-etal-2023-exploiting,
title = "Exploiting Biased Models to De-bias Text: A Gender-Fair Rewriting Model",
author = {Amrhein, Chantal and
Schottmann, Florian and
Sennrich, Rico and
L{\"a}ubli, Samuel},
booktitle = "Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
month = jul,
year = "2023",
address = "Toronto, Canada",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2023.acl-long.246",
pages = "4486--4506",
}
Tannon Kew; Rico Sennrich (2023). Uncovering Hidden Consequences of Pre-training Objectives in Sequence-to-Sequence ModelsIn Findings of the Association for Computational Linguistics: ACL 2023. Toronto, Canada, pp. 7010-7022. [bib]X
@inproceedings{kew-sennrich-2023-uncovering,
title = "Uncovering Hidden Consequences of Pre-training Objectives in Sequence-to-Sequence Models",
author = "Kew, Tannon and
Sennrich, Rico",
booktitle = "Findings of the Association for Computational Linguistics: ACL 2023",
month = jul,
year = "2023",
address = "Toronto, Canada",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2023.findings-acl.438",
pages = "7010--7022"
}
Jannis Vamvas; Johannes Graën; Rico Sennrich (2023). SwissBERT: The Multilingual Language Model for SwitzerlandIn Proceedings of the 8th Swiss Text Analytics Conference (SwissText). Neuchatel, Switzerland [bib][code]X
@inproceedings{vamvas-sennrich-2023-swissbert,
title="{SwissBERT}: The Multilingual Language Model for {S}witzerland",
author="Jannis Vamvas and Johannes Graën and Rico Sennrich",
year="2023",
eprint="2303.13310",
address = "Neuch{\v{a}}tel, Switzerland",
booktitle="Proceedings of the 8th Swiss Text Analytics Conference (SwissText)",
}
Sukanta Sen; Rico Sennrich; Biao Zhang; Barry Haddow (2023). Self-training Reduces Flicker in Retranslation-based Simultaneous TranslationIn Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. Dubrovnik, Croatia, pp. 3734-3744. [bib]X
@inproceedings{sen-etal-2023-self,
title = "Self-training Reduces Flicker in Retranslation-based Simultaneous Translation",
author = "Sen, Sukanta and
Sennrich, Rico and
Zhang, Biao and
Haddow, Barry",
booktitle = "Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics",
month = may,
year = "2023",
address = "Dubrovnik, Croatia",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2023.eacl-main.270",
pages = "3734--3744",
}
Biao Zhang; Barry Haddow; Rico Sennrich (2023). Efficient CTC Regularization via Coarse Labels for End-to-End Speech TranslationIn Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. Dubrovnik, Croatia, pp. 2264-2276. [bib][code]X
@inproceedings{zhang-etal-2023-efficient,
title = "Efficient {CTC} Regularization via Coarse Labels for End-to-End Speech Translation",
author = "Zhang, Biao and
Haddow, Barry and
Sennrich, Rico",
booktitle = "Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics",
month = may,
year = "2023",
address = "Dubrovnik, Croatia",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2023.eacl-main.166",
pages = "2264--2276",
}
Genta Indra Winata; Alham Fikri Aji; Samuel Cahyawijaya; Rahmad Mahendra; Fajri Koto; Ade Romadhony; Kemal Kurniawan; David Moeljadi; Radityo Eko Prasojo; Pascale Fung; Timothy Baldwin; Jey Han Lau; Rico Sennrich; Sebastian Ruder (2023). NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local LanguagesIn Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. Dubrovnik, Croatia, pp. 815-834. [bib][data] ★ outstanding paper awardX
@inproceedings{winata-etal-2023-nusax,
title = "{N}usa{X}: Multilingual Parallel Sentiment Dataset for 10 {I}ndonesian Local Languages",
author = "Winata, Genta Indra and
Aji, Alham Fikri and
Cahyawijaya, Samuel and
Mahendra, Rahmad and
Koto, Fajri and
Romadhony, Ade and
Kurniawan, Kemal and
Moeljadi, David and
Prasojo, Radityo Eko and
Fung, Pascale and
Baldwin, Timothy and
Lau, Jey Han and
Sennrich, Rico and
Ruder, Sebastian",
booktitle = "Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics",
month = may,
year = "2023",
address = "Dubrovnik, Croatia",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2023.eacl-main.57",
pages = "815--834",
}
Biao Zhang; Mathias Müller; Rico Sennrich (2023). SLTUNET: A Simple Unified Model for Sign Language TranslationIn The Eleventh International Conference on Learning Representations. Kigali, Rwanda [bib][code]X
@inproceedings{zhang2023sltunet,
title={{SLTUNET}: A Simple Unified Model for Sign Language Translation},
author = {Zhang, Biao and M{\"u}ller, Mathias and Sennrich, Rico},
booktitle={The Eleventh International Conference on Learning Representations},
year={2023},
url={https://openreview.net/forum?id=EBS4C77p_5S},
address = "Kigali, Rwanda"
}
Farhad Nooralahzadeh; Rico Sennrich (2023). Improving the Cross-Lingual Generalisation in Visual Question AnsweringProceedings of the AAAI Conference on Artificial Intelligence, 37(11):13419-13427. [bib][code]X
@article{Nooralahzadeh_Sennrich_2023,
title={Improving the Cross-Lingual Generalisation in Visual Question Answering},
volume={37},
url={https://ojs.aaai.org/index.php/AAAI/article/view/26574},
DOI={10.1609/aaai.v37i11.26574},
number={11},
journal={Proceedings of the AAAI Conference on Artificial Intelligence},
author={Nooralahzadeh, Farhad and Sennrich, Rico},
year={2023},
month={Jun.},
pages={13419-13427}
}
Jason Armitage; Leonardo Impett; Rico Sennrich (2023). A Priority Map for Vision-and-Language Navigation With Trajectory Plans and Feature-Location CuesIn Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). pp. 1094-1103. [bib][code]X
@InProceedings{Armitage_2023_WACV,
author = {Armitage, Jason and Impett, Leonardo and Sennrich, Rico},
title = {A Priority Map for Vision-and-Language Navigation With Trajectory Plans and Feature-Location Cues},
booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
month = {January},
year = {2023},
pages = {1094-1103},
url = {https://openaccess.thecvf.com/content/WACV2023/papers/Armitage_A_Priority_Map_for_Vision-and-Language_Navigation_With_Trajectory_Plans_and_WACV_2023_paper.pdf},
}
2022
Jannis Vamvas; Rico Sennrich (2022). NMTScore: A Multilingual Analysis of Translation-based Text Similarity MeasuresIn Findings of the Association for Computational Linguistics: EMNLP 2022. Abu Dhabi, United Arab Emirates, pp. 198-213. [bib][code]X
@inproceedings{vamvas-sennrich-2022-nmtscore,
title = "{NMTScore}: A Multilingual Analysis of Translation-based Text Similarity Measures",
author = "Vamvas, Jannis and
Sennrich, Rico",
booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2022",
month = dec,
year = "2022",
address = "Abu Dhabi, United Arab Emirates",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2022.findings-emnlp.15",
pages = "198--213",
}
Chantal Amrhein; Rico Sennrich (2022). Identifying Weaknesses in Machine Translation Metrics Through Minimum Bayes Risk Decoding: A Case Study for COMETIn 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). Online only, pp. 1125-1141. [bib][data/code]X
@inproceedings{amrhein-sennrich-2022-identifying,
title = "Identifying Weaknesses in Machine Translation Metrics Through Minimum {B}ayes Risk Decoding: A Case Study for {COMET}",
author = "Amrhein, Chantal and
Sennrich, Rico",
booktitle = "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)",
month = nov,
year = "2022",
address = "Online only",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2022.aacl-main.83",
pages = "1125--1141"
}
Biao Zhang; Barry Haddow; Rico Sennrich (2022). Revisiting End-to-End Speech-to-Text Translation From ScratchIn Proceedings of the 39th International Conference on Machine Learning. pp. 26193-26205. [bib][code]X
@InProceedings{pmlr-v162-zhang22i,
title = {Revisiting End-to-End Speech-to-Text Translation From Scratch},
author = {Zhang, Biao and Haddow, Barry and Sennrich, Rico},
booktitle = {Proceedings of the 39th International Conference on Machine Learning},
pages = {26193--26205},
year = {2022},
editor = {Chaudhuri, Kamalika and Jegelka, Stefanie and Song, Le and Szepesvari, Csaba and Niu, Gang and Sabato, Sivan},
volume = {162},
series = {Proceedings of Machine Learning Research},
month = {17--23 Jul},
publisher = {PMLR},
pdf = {https://proceedings.mlr.press/v162/zhang22i/zhang22i.pdf},
url = {https://proceedings.mlr.press/v162/zhang22i.html}
}
Yuchen Jiang; Tianyu Liu; Shuming Ma; Dongdong Zhang; Jian Yang; Haoyang Huang; Rico Sennrich; Ryan Cotterell; Mrinmaya Sachan; Ming Zhou (2022). BlonDe: An Automatic Evaluation Metric for Document-level Machine TranslationIn Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Seattle, United States, pp. 1550-1565. [bib][code]X
@inproceedings{jiang-etal-2022-blonde,
title = "{BlonDe}: An Automatic Evaluation Metric for Document-level Machine Translation",
author = "Jiang, Yuchen and
Liu, Tianyu and
Ma, Shuming and
Zhang, Dongdong and
Yang, Jian and
Huang, Haoyang and
Sennrich, Rico and
Cotterell, Ryan and
Sachan, Mrinmaya and
Zhou, Ming",
booktitle = "Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies",
month = jul,
year = "2022",
address = "Seattle, United States",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2022.naacl-main.111",
doi = "10.18653/v1/2022.naacl-main.111",
pages = "1550--1565"
}
Jannis Vamvas; Rico Sennrich (2022). As Little as Possible, as Much as Necessary: Detecting Over- and Undertranslations with Contrastive ConditioningIn Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers). Dublin, Ireland, pp. 490-500. [bib][code]X
@inproceedings{vamvas-sennrich-2022-little,
title = "As Little as Possible, as Much as Necessary: Detecting Over- and Undertranslations with Contrastive Conditioning",
author = "Vamvas, Jannis and
Sennrich, Rico",
booktitle = "Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)",
month = may,
year = "2022",
address = "Dublin, Ireland",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2022.acl-short.53",
doi = "10.18653/v1/2022.acl-short.53",
pages = "490--500"
}
Noëmi Aepli; Rico Sennrich (2022). Improving Zero-Shot Cross-lingual Transfer Between Closely Related Languages by Injecting Character-Level NoiseIn Findings of the Association for Computational Linguistics: ACL 2022. Dublin, Ireland, pp. 4074-4083. [bib]X
@inproceedings{aepli-sennrich-2022-improving,
title = "Improving Zero-Shot Cross-lingual Transfer Between Closely Related Languages by Injecting Character-Level Noise",
author = {Aepli, No{\"e}mi and
Sennrich, Rico},
booktitle = "Findings of the Association for Computational Linguistics: ACL 2022",
month = may,
year = "2022",
address = "Dublin, Ireland",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2022.findings-acl.321",
doi = "10.18653/v1/2022.findings-acl.321",
pages = "4074--4083"
}
Antonio Valerio Miceli Barone; Alexandra Birch; Rico Sennrich (2022). Distributionally Robust Recurrent Decoders with Random Network DistillationIn Proceedings of the 7th Workshop on Representation Learning for NLP. Dublin, Ireland, pp. 1-8. [bib][code]X
@inproceedings{valerio-miceli-barone-etal-2022-distributionally,
title = "Distributionally Robust Recurrent Decoders with Random Network Distillation",
author = "Miceli Barone, Antonio Valerio and
Birch, Alexandra and
Sennrich, Rico",
booktitle = "Proceedings of the 7th Workshop on Representation Learning for NLP",
month = may,
year = "2022",
address = "Dublin, Ireland",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2022.repl4nlp-1.1",
doi = "10.18653/v1/2022.repl4nlp-1.1",
pages = "1--8"
}
2021
Samuel Läubli; Patrick Simianer; Joern Wuebker; Geza Kovacs; Rico Sennrich; Spence Green (2021). The Impact of Text Presentation on Translator PerformanceTarget. International Journal of Translation Studies. [bib]X
@article{laubli2021impact,
title= "The Impact of Text Presentation on Translator Performance",
author= "Samuel L{\"a}ubli and Patrick Simianer and Joern Wuebker and Geza Kovacs and Rico Sennrich and Spence Green",
journal = "Target. International Journal of Translation Studies",
issn = "0924-1884",
year = "2021",
doi = "https://doi.org/10.1075/target.20006.lau",
publisher = "John Benjamins",
eprint={2011.05978},
}
Jannis Vamvas; Rico Sennrich (2021). On the Limits of Minimal Pairs in Contrastive EvaluationIn Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP. Punta Cana, Dominican Republic, pp. 58-68. [bib][code] ★ best paper awardX
@inproceedings{vamvas-sennrich-2021-limits,
title = "On the Limits of Minimal Pairs in Contrastive Evaluation",
author = "Vamvas, Jannis and
Sennrich, Rico",
booktitle = "Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP",
month = nov,
year = "2021",
address = "Punta Cana, Dominican Republic",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.blackboxnlp-1.5",
doi = "10.18653/v1/2021.blackboxnlp-1.5",
pages = "58--68"
}
Jannis Vamvas; Rico Sennrich (2021). Contrastive Conditioning for Assessing Disambiguation in MT: A Case Study of Distilled BiasIn Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Online and Punta Cana, Dominican Republic, pp. 10246-10265. [bib][code]X
@inproceedings{vamvas-sennrich-2021-contrastive,
title = "Contrastive Conditioning for Assessing Disambiguation in {MT}: {A} Case Study of Distilled Bias",
author = "Vamvas, Jannis and
Sennrich, Rico",
booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing",
month = nov,
year = "2021",
address = "Online and Punta Cana, Dominican Republic",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.emnlp-main.803",
doi = "10.18653/v1/2021.emnlp-main.803",
pages = "10246--10265"
}
Jiaoda Li; Duygu Ataman; Rico Sennrich (2021). Vision Matters When It Should: Sanity Checking Multimodal Machine Translation ModelsIn Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Online and Punta Cana, Dominican Republic, pp. 8556-8562. [bib][data/code]X
@inproceedings{li-etal-2021-vision,
title = "Vision Matters When It Should: Sanity Checking Multimodal Machine Translation Models",
author = "Li, Jiaoda and
Ataman, Duygu and
Sennrich, Rico",
booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing",
month = nov,
year = "2021",
address = "Online and Punta Cana, Dominican Republic",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.emnlp-main.673",
doi = "10.18653/v1/2021.emnlp-main.673",
pages = "8556--8562"
}
Elena Voita; Rico Sennrich; Ivan Titov (2021). Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMTIn Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Online and Punta Cana, Dominican Republic, pp. 8478-8491. [bib][blog]X
@inproceedings{voita-etal-2021-language,
title = "Language Modeling, Lexical Translation, Reordering: The Training Process of {NMT} through the Lens of Classical {SMT}",
author = "Voita, Elena and
Sennrich, Rico and
Titov, Ivan",
booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing",
month = nov,
year = "2021",
address = "Online and Punta Cana, Dominican Republic",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.emnlp-main.667",
doi = "10.18653/v1/2021.emnlp-main.667",
pages = "8478--8491"
}
Denis Emelin; Rico Sennrich (2021). Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference ResolutionIn Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Online and Punta Cana, Dominican Republic, pp. 8517-8532. [bib][code]X
@inproceedings{emelin-sennrich-2021-wino,
title = "Wino-{X}: Multilingual {W}inograd Schemas for Commonsense Reasoning and Coreference Resolution",
author = "Emelin, Denis and
Sennrich, Rico",
booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing",
month = nov,
year = "2021",
address = "Online and Punta Cana, Dominican Republic",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.emnlp-main.670",
doi = "10.18653/v1/2021.emnlp-main.670",
pages = "8517--8532"
}
Biao Zhang; Ivan Titov; Rico Sennrich (2021). Sparse Attention with Linear UnitsIn Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Online and Punta Cana, Dominican Republic, pp. 6507-6520. [bib][code]X
@inproceedings{zhang-etal-2021-sparse,
title = "Sparse Attention with Linear Units",
author = "Zhang, Biao and
Titov, Ivan and
Sennrich, Rico",
booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing",
month = nov,
year = "2021",
address = "Online and Punta Cana, Dominican Republic",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.emnlp-main.523",
doi = "10.18653/v1/2021.emnlp-main.523",
pages = "6507--6520"
}
Chantal Amrhein; Rico Sennrich (2021). How Suitable Are Subword Segmentation Strategies for Translating Non-Concatenative Morphology?In Findings of the Association for Computational Linguistics: EMNLP 2021. Punta Cana, Dominican Republic, pp. 689-705. [bib][code]X
@inproceedings{amrhein-sennrich-2021-suitable-subword,
title = "How Suitable Are Subword Segmentation Strategies for Translating Non-Concatenative Morphology?",
author = "Amrhein, Chantal and
Sennrich, Rico",
booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2021",
month = nov,
year = "2021",
address = "Punta Cana, Dominican Republic",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.findings-emnlp.60",
doi = "10.18653/v1/2021.findings-emnlp.60",
pages = "689--705"
}
Gongbo Tang; Philipp Rönchen; Rico Sennrich; Joakim Nivre (2021). Revisiting Negation in Neural Machine TranslationTransactions of the Association for Computational Linguistics, 9, 740-755. [bib]X
@article{10.1162/tacl_a_00395,
author = {Tang, Gongbo and Rönchen, Philipp and Sennrich, Rico and Nivre, Joakim},
title = "{Revisiting Negation in Neural Machine Translation}",
journal = {Transactions of the Association for Computational Linguistics},
volume = {9},
pages = {740-755},
year = {2021},
month = {08},
issn = {2307-387X},
doi = {10.1162/tacl_a_00395},
url = {https://doi.org/10.1162/tacl\_a\_00395},
eprint = {https://direct.mit.edu/tacl/article-pdf/doi/10.1162/tacl\_a\_00395/1955167/tacl\_a\_00395.pdf},
}
Biao Zhang; Rico Sennrich (2021). Edinburghʼs End-to-End Multilingual Speech Translation System for IWSLT 2021In Proceedings of the 18th International Conference on Spoken Language Translation (IWSLT 2021). Bangkok, Thailand (online), pp. 160-168. [bib][code]X
@inproceedings{zhang-sennrich-2021-edinburghs,
title = "{E}dinburgh{'}s End-to-End Multilingual Speech Translation System for {IWSLT} 2021",
author = "Zhang, Biao and
Sennrich, Rico",
booktitle = "Proceedings of the 18th International Conference on Spoken Language Translation (IWSLT 2021)",
month = aug,
year = "2021",
address = "Bangkok, Thailand (online)",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.iwslt-1.19",
doi = "10.18653/v1/2021.iwslt-1.19",
pages = "160--168"
}
Biao Zhang; Ivan Titov; Barry Haddow; Rico Sennrich (2021). Beyond Sentence-Level End-to-End Speech Translation: Context HelpsIn 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, pp. 2566-2578. [bib][code]X
@inproceedings{zhang-etal-2021-beyond,
title = "Beyond Sentence-Level End-to-End Speech Translation: Context Helps",
author = "Zhang, Biao and
Titov, Ivan and
Haddow, Barry and
Sennrich, Rico",
booktitle = "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)",
month = aug,
year = "2021",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.acl-long.200",
doi = "10.18653/v1/2021.acl-long.200",
pages = "2566--2578"
}
Mathias Müller; Rico Sennrich (2021). Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine TranslationIn 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, pp. 259-272. [bib][code]X
@inproceedings{muller-sennrich-2021-understanding,
title = "Understanding the Properties of Minimum {B}ayes Risk Decoding in Neural Machine Translation",
author = {M{\"u}ller, Mathias and
Sennrich, Rico},
booktitle = "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)",
month = aug,
year = "2021",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.acl-long.22",
doi = "10.18653/v1/2021.acl-long.22",
pages = "259--272"
}
Elena Voita; Rico Sennrich; Ivan Titov (2021). Analyzing the Source and Target Contributions to Predictions in Neural Machine TranslationIn 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, pp. 1126-1140. [bib][code][blog]X
@inproceedings{voita-etal-2021-analyzing,
title = "Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation",
author = "Voita, Elena and
Sennrich, Rico and
Titov, Ivan",
booktitle = "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)",
month = aug,
year = "2021",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://arxiv.org/pdf/2010.10907.pdf",
doi = "10.18653/v1/2021.acl-long.91",
pages = "1126--1140",
}
Biao Zhang; Ivan Titov; Rico Sennrich (2021). On Sparsifying Encoder Outputs in Sequence-to-Sequence ModelsIn Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021. Online, pp. 2888-2900. [bib][code]X
@inproceedings{zhang-etal-2021-sparsifying,
title = "On Sparsifying Encoder Outputs in Sequence-to-Sequence Models",
author = "Zhang, Biao and
Titov, Ivan and
Sennrich, Rico",
booktitle = "Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021",
month = aug,
year = "2021",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.findings-acl.255",
doi = "10.18653/v1/2021.findings-acl.255",
pages = "2888--2900",
}
Annette Rios; Chantal Amrhein; Noëmi Aepli; Rico Sennrich (2021). On Biasing Transformer Attention Towards MonotonicityIn Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Online, pp. 4474-4488. [bib][code]X
@inproceedings{rios-etal-2021-biasing,
title = "On Biasing Transformer Attention Towards Monotonicity",
author = {Rios, Annette and
Amrhein, Chantal and
Aepli, No{\"e}mi and
Sennrich, Rico},
booktitle = "Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies",
month = jun,
year = "2021",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/2021.naacl-main.354",
doi = "10.18653/v1/2021.naacl-main.354",
pages = "4474--4488"
}
Chaojun Wang; Christian Hardmeier; Rico Sennrich (2021). Exploring the Importance of Source Text in Automatic Post-Editing for Context-Aware Machine TranslationIn Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa). Reykjavik, Iceland (Online), pp. 326-335. [bib]X
@inproceedings{wang-etal-2021-exploring,
title = "Exploring the Importance of Source Text in Automatic Post-Editing for Context-Aware Machine Translation",
author = "Wang, Chaojun and
Hardmeier, Christian and
Sennrich, Rico",
booktitle = "Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa)",
month = may # " 31--2 " # jun,
year = "2021",
address = "Reykjavik, Iceland (Online)",
publisher = {Link{\"o}ping University Electronic Press, Sweden},
url = "https://www.aclweb.org/anthology/2021.nodalida-main.34",
pages = "326--335",
}
Biao Zhang; Ankur Bapna; Rico Sennrich; Orhan Firat (2021). Share or Not? Learning to Schedule Language-Specific Capacity for Multilingual TranslationIn International Conference on Learning Representations. [bib][code]X
@inproceedings{zhang2021share,
title={Share or Not? Learning to Schedule Language-Specific Capacity for Multilingual Translation},
author={Biao Zhang and Ankur Bapna and Rico Sennrich and Orhan Firat},
booktitle={International Conference on Learning Representations},
year={2021},
url={https://openreview.net/forum?id=Wj4ODo0uyCF}
}
Ondřej Bojar; Dominik Macháček; Sangeet Sagar; Otakar Smrž; Jonáš Kratochvíl; Peter Polák; Ebrahim Ansari; Mohammad Mahmoudi; Rishu Kumar; Dario Franceschini; Chiara Canton; Ivan Simonini; Thai-Son Nguyen; Felix Schneider; Sebastian Stüker; Alex Waibel; Barry Haddow; Rico Sennrich; Philip Williams (2021). ELITR Multilingual Live Subtitling: Demo and StrategyIn Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations. Online, pp. 271-277. [bib]X
@inproceedings{bojar-etal-2021-elitr,
title = "{ELITR} Multilingual Live Subtitling: Demo and Strategy",
author = {Bojar, Ond{\v{r}}ej and
Mach{\'a}{\v{c}}ek, Dominik and
Sagar, Sangeet and
Smr{\v{z}}, Otakar and
Kratochv{\'\i}l, Jon{\'a}{\v{s}} and
Pol{\'a}k, Peter and
Ansari, Ebrahim and
Mahmoudi, Mohammad and
Kumar, Rishu and
Franceschini, Dario and
Canton, Chiara and
Simonini, Ivan and
Nguyen, Thai-Son and
Schneider, Felix and
St{\"u}ker, Sebastian and
Waibel, Alex and
Haddow, Barry and
Sennrich, Rico and
Williams, Philip},
booktitle = "Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations",
month = apr,
year = "2021",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/2021.eacl-demos.32",
pages = "271--277"
}
2020
Biao Zhang; Ivan Titov; Rico Sennrich (2020). Fast Interleaved Bidirectional Sequence GenerationIn Proceedings of the Fifth Conference on Machine Translation. Online, pp. 503-515. [bib][code]X
@inproceedings{zhang-etal-2020-fast,
title = "Fast Interleaved Bidirectional Sequence Generation",
author = "Zhang, Biao and
Titov, Ivan and
Sennrich, Rico",
booktitle = "Proceedings of the Fifth Conference on Machine Translation",
month = nov,
year = "2020",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/2020.wmt-1.62",
pages = "503--515"
}
Annette Rios; Mathias Müller; Rico Sennrich (2020). Subword Segmentation and a Single Bridge Language Affect Zero-Shot Neural Machine TranslationIn Proceedings of the Fifth Conference on Machine Translation. Online, pp. 528-537. [bib]X
@inproceedings{rios-etal-2020-subword,
title = "Subword Segmentation and a Single Bridge Language Affect Zero-Shot Neural Machine Translation",
author = {Rios, Annette and
M{\"u}ller, Mathias and
Sennrich, Rico},
booktitle = "Proceedings of the Fifth Conference on Machine Translation",
month = nov,
year = "2020",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/2020.wmt-1.64",
pages = "528--537"
}
Gongbo Tang; Rico Sennrich; Joakim Nivre (2020). Understanding Pure Character-Based Neural Machine Translation: The Case of Translating Finnish into EnglishIn Proceedings of the 28th International Conference on Computational Linguistics. Barcelona, Spain (Online), pp. 4251-4262. [bib]X
@inproceedings{tang-etal-2020-understanding-pure,
title = "Understanding Pure Character-Based Neural Machine Translation: The Case of Translating {F}innish into {E}nglish",
author = "Tang, Gongbo and
Sennrich, Rico and
Nivre, Joakim",
booktitle = "Proceedings of the 28th International Conference on Computational Linguistics",
month = dec,
year = "2020",
address = "Barcelona, Spain (Online)",
publisher = "International Committee on Computational Linguistics",
url = "https://www.aclweb.org/anthology/2020.coling-main.375",
doi = "10.18653/v1/2020.coling-main.375",
pages = "4251--4262"
}
Denis Emelin; Ivan Titov; Rico Sennrich (2020). Detecting Word Sense Disambiguation Biases in Machine Translation for Model-Agnostic Adversarial AttacksIn Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP). Online, pp. 7635-7653. [bib]X
@inproceedings{emelin-etal-2020-detecting,
title = "Detecting Word Sense Disambiguation Biases in Machine Translation for Model-Agnostic Adversarial Attacks",
author = "Emelin, Denis and
Titov, Ivan and
Sennrich, Rico",
booktitle = "Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
month = nov,
year = "2020",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/2020.emnlp-main.616",
doi = "10.18653/v1/2020.emnlp-main.616",
pages = "7635--7653",
}
Jonathan Mallinson; Rico Sennrich; Mirella Lapata (2020). Zero-Shot Crosslingual Sentence SimplificationIn Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP). Online, pp. 5109-5126. [bib][code/data]X
@inproceedings{mallinson-etal-2020-zero,
title = "Zero-Shot Crosslingual Sentence Simplification",
author = "Mallinson, Jonathan and
Sennrich, Rico and
Lapata, Mirella",
booktitle = "Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
month = nov,
year = "2020",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/2020.emnlp-main.415",
doi = "10.18653/v1/2020.emnlp-main.415",
pages = "5109--5126",
}
Chantal Amrhein; Rico Sennrich (2020). On Romanization for Model Transfer Between Scripts in Neural Machine TranslationIn Findings of the Association for Computational Linguistics: EMNLP 2020. Online, pp. 2461-2469. [bib]X
@inproceedings{amrhein-sennrich-2020-romanization,
title = "On {R}omanization for Model Transfer Between Scripts in Neural Machine Translation",
author = "Amrhein, Chantal and
Sennrich, Rico",
booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2020",
month = nov,
year = "2020",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/2020.findings-emnlp.223",
doi = "10.18653/v1/2020.findings-emnlp.223",
pages = "2461--2469",
}
Biao Zhang; Ivan Titov; Barry Haddow; Rico Sennrich (2020). Adaptive Feature Selection for End-to-End Speech TranslationIn Findings of the Association for Computational Linguistics: EMNLP 2020. Online, pp. 2533-2544. [bib][code]X
@inproceedings{zhang-etal-2020-adaptive,
title = "Adaptive Feature Selection for End-to-End Speech Translation",
author = "Zhang, Biao and
Titov, Ivan and
Haddow, Barry and
Sennrich, Rico",
booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2020",
month = nov,
year = "2020",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/2020.findings-emnlp.230",
doi = "10.18653/v1/2020.findings-emnlp.230",
pages = "2533--2544",
}
Mathias Müller; Annette Rios; Rico Sennrich (2020). Domain Robustness in Neural Machine TranslationIn Proceedings of the 14th Conference of the Association for Machine Translation in the Americas (AMTA 2020). Virtual, pp. 151-164. [bib][code]X
@inproceedings{muller-etal-2020-domain,
title = "Domain Robustness in Neural Machine Translation",
author = {M{\"u}ller, Mathias and
Rios, Annette and
Sennrich, Rico},
booktitle = "Proceedings of the 14th Conference of the Association for Machine Translation in the Americas (AMTA 2020)",
month = oct,
year = "2020",
address = "Virtual",
publisher = "Association for Machine Translation in the Americas",
url = "https://www.aclweb.org/anthology/2020.amta-research.14",
pages = "151--164",
}
Alham Fikri Aji; Nikolay Bogoychev; Kenneth Heafield; Rico Sennrich (2020). In Neural Machine Translation, What Does Transfer Learning Transfer?In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. Online, pp. 7701-7710. [bib]X
@inproceedings{aji-etal-2020-neural,
title = "In Neural Machine Translation, What Does Transfer Learning Transfer?",
author = "Aji, Alham Fikri and
Bogoychev, Nikolay and
Heafield, Kenneth and
Sennrich, Rico",
booktitle = "Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics",
month = jul,
year = "2020",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/2020.acl-main.688",
doi = "10.18653/v1/2020.acl-main.688",
pages = "7701--7710"
}
Biao Zhang; Philip Williams; Ivan Titov; Rico Sennrich (2020). Improving Massively Multilingual Neural Machine Translation and Zero-Shot TranslationIn Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. Online, pp. 1628-1639. [bib][code][dataset]X
@inproceedings{zhang-etal-2020-improving,
title = "Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation",
author = "Zhang, Biao and
Williams, Philip and
Titov, Ivan and
Sennrich, Rico",
booktitle = "Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics",
month = jul,
year = "2020",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/2020.acl-main.148",
doi = "10.18653/v1/2020.acl-main.148",
pages = "1628--1639"
}
Chaojun Wang; Rico Sennrich (2020). On Exposure Bias, Hallucination and Domain Shift in Neural Machine TranslationIn Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. Online, pp. 3544-3552. [bib][code]X
@inproceedings{wang-sennrich-2020-exposure,
title = "On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation",
author = "Wang, Chaojun and
Sennrich, Rico",
booktitle = "Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics",
month = jul,
year = "2020",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/2020.acl-main.326",
doi = "10.18653/v1/2020.acl-main.326",
pages = "3544--3552"
}
Jannis Vamvas; Rico Sennrich (2020). x-stance: A Multilingual Multi-Target Dataset for Stance DetectionIn Proceedings of the 5th Swiss Text Analytics Conference (SwissText) & 16th Conference on Natural Language Processing (KONVENS). Zurich, Switzerland [bib][dataset][blog][video] ★ best video awardX
@inproceedings{vamvas2020xstance,
title= "x-stance: A Multilingual Multi-Target Dataset for Stance Detection",
author= "Jannis Vamvas and Rico Sennrich",
month = "jun",
year= "2020",
address = "Zurich, Switzerland",
booktitle="Proceedings of the 5th Swiss Text Analytics Conference (SwissText) \& 16th Conference on Natural Language Processing (KONVENS)",
url = "http://ceur-ws.org/Vol-2624/paper9.pdf"
}
Dario Franceschini; Chiara Canton; Ivan Simonini; Armin Schweinfurth; Adelheid Glott; Sebastian Stüker; Thai-Son Nguyen; Felix Schneider; Thanh-Le Ha; Alex Waibel; Barry Haddow; Philip Williams; Rico Sennrich; Ondřej Bojar; Sangeet Sagar; Dominik Macháček; Otakar Smrž (2020). Removing European Language Barriers with Innovative Machine Translation TechnologyIn Proceedings of the 1st International Workshop on Language Technology Platforms. Marseille, France, pp. 44-49. [bib]X
@inproceedings{franceschini-etal-2020-removing,
title = "Removing {E}uropean Language Barriers with Innovative Machine Translation Technology",
author = {Franceschini, Dario and
Canton, Chiara and
Simonini, Ivan and
Schweinfurth, Armin and
Glott, Adelheid and
St{\"u}ker, Sebastian and
Nguyen, Thai-Son and
Schneider, Felix and
Ha, Thanh-Le and
Waibel, Alex and
Haddow, Barry and
Williams, Philip and
Sennrich, Rico and
Bojar, Ond{\v{r}}ej and
Sagar, Sangeet and
Mach{\'a}{\v{c}}ek, Dominik and
Smr{\v{z}}, Otakar},
booktitle = "Proceedings of the 1st International Workshop on Language Technology Platforms",
month = may,
year = "2020",
address = "Marseille, France",
publisher = "European Language Resources Association",
url = "https://www.aclweb.org/anthology/2020.iwltp-1.7",
pages = "44--49",
language = "English",
ISBN = "979-10-95546-64-1",
}
Samuel Läubli; Sheila Castilho; Graham Neubig; Rico Sennrich; Qinlan Shen; Antonio Toral (2020). A Set of Recommendations for Assessing Human–Machine Parity in Language TranslationJournal of Artifial Intelligence Research (JAIR), 67, 653-672. [bib]X
@article{laeubli2020,
title = "{A Set of Recommendations for Assessing Human--Machine Parity in Language Translation}",
author = "L{\"a}ubli, Samuel and Castilho, Sheila and Neubig, Graham and Sennrich, Rico and Shen, Qinlan and Toral, Antonio",
year = "2020",
journal = "Journal of Artifial Intelligence Research (JAIR)",
volume = "67",
pages = "653--672",
year = "2020",
url = "https://doi.org/10.1613/jair.1.11371",
}
2019
Nikolay Bogoychev; Rico Sennrich (2019). Domain, Translationese and Noise in Synthetic Data for Neural Machine Translation[bib]X
@article{bogoychev2019domain,
title={Domain, Translationese and Noise in Synthetic Data for Neural Machine Translation},
author={Nikolay Bogoychev and Rico Sennrich},
year={2019},
eprint={1911.03362},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
Biao Zhang; Rico Sennrich (2019). Root Mean Square Layer NormalizationIn Advances in Neural Information Processing Systems 32. pp. 12381-12392. [bib][code]X
@incollection{NIPS2019_9403,
title = {Root Mean Square Layer Normalization},
author = {Zhang, Biao and Sennrich, Rico},
booktitle = {Advances in Neural Information Processing Systems 32},
pages = {12381--12392},
year = {2019},
publisher = {Curran Associates, Inc.},
url = {http://papers.nips.cc/paper/9403-root-mean-square-layer-normalization.pdf}
}
Elena Voita; Rico Sennrich; Ivan Titov (2019). Context-Aware Monolingual Repair for Neural Machine TranslationIn Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). Hong Kong, China, pp. 877-886. [bib][code/data]X
@inproceedings{voita-etal-2019-context,
title = "Context-Aware Monolingual Repair for Neural Machine Translation",
author = "Voita, Elena and
Sennrich, Rico and
Titov, Ivan",
booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)",
month = nov,
year = "2019",
address = "Hong Kong, China",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/D19-1081",
doi = "10.18653/v1/D19-1081",
pages = "877--886"
}
Elena Voita; Rico Sennrich; Ivan Titov (2019). The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling ObjectivesIn Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). Hong Kong, China, pp. 4396-4406. [bib][blog]X
@inproceedings{voita-etal-2019-bottom,
title = "The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives",
author = "Voita, Elena and
Sennrich, Rico and
Titov, Ivan",
booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)",
month = nov,
year = "2019",
address = "Hong Kong, China",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/D19-1448",
doi = "10.18653/v1/D19-1448",
pages = "4396--4406"
}
Biao Zhang; Ivan Titov; Rico Sennrich (2019). Improving Deep Transformer with Depth-Scaled Initialization and Merged AttentionIn Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). Hong Kong, China, pp. 898-909. [bib][code]X
@inproceedings{zhang-etal-2019-improving,
title = "Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention",
author = "Zhang, Biao and
Titov, Ivan and
Sennrich, Rico",
booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)",
month = nov,
year = "2019",
address = "Hong Kong, China",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/D19-1083",
doi = "10.18653/v1/D19-1083",
pages = "898--909"
}
Gongbo Tang; Rico Sennrich; Joakim Nivre (2019). Encoders Help You Disambiguate Word Senses in Neural Machine TranslationIn Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). Hong Kong, China, pp. 1429-1435. [bib]X
@inproceedings{tang-etal-2019-encoders,
title = "Encoders Help You Disambiguate Word Senses in Neural Machine Translation",
author = "Tang, Gongbo and
Sennrich, Rico and
Nivre, Joakim",
booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)",
month = nov,
year = "2019",
address = "Hong Kong, China",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/D19-1149",
doi = "10.18653/v1/D19-1149",
pages = "1429--1435"
}
Joanna Wetesko; Marcin Chochowski; Pawel Przybysz; Philip Williams; Roman Grundkiewicz; Rico Sennrich; Barry Haddow; Antonio Valerio Miceli Barone; Alexandra Birch (2019). Samsung and University of Edinburgh's System for the IWSLT 2019[bib]X
@inproceedings{wetesko-etal:iwslt2019,
title="{Samsung and University of Edinburgh's System for the IWSLT 2019}",
DOI={10.5281/zenodo.3525537},
author="Wetesko, Joanna and Chochowski, Marcin and Przybysz, Pawel and Williams, Philip and Grundkiewicz, Roman and Sennrich, Rico and Haddow, Barry and {Miceli Barone}, Antonio Valerio and Birch, Alexandra",
year="2019",
month="Nov",
url="https://zenodo.org/record/3525537#.XcAIndEo_0p"
}
Gongbo Tang; Rico Sennrich; Joakim Nivre (2019). Understanding Neural Machine Translation by Simplification: The Case of Encoder-free ModelsIn Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2019). Varna, Bulgaria, pp. 1186-1193. [bib]X
@inproceedings{tang-etal-2019-understanding,
title = "Understanding Neural Machine Translation by Simplification: The Case of Encoder-free Models",
author = "Tang, Gongbo and
Sennrich, Rico and
Nivre, Joakim",
booktitle = "Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2019)",
month = sep,
year = "2019",
address = "Varna, Bulgaria",
publisher = "INCOMA Ltd.",
url = "https://www.aclweb.org/anthology/R19-1136",
doi = "10.26615/978-954-452-056-4_136",
pages = "1186--1193"
}
Denis Emelin; Ivan Titov; Rico Sennrich (2019). Widening the Representation Bottleneck in Neural Machine Translation with Lexical ShortcutsIn Proceedings of the Fourth Conference on Machine Translation (Volume 1: Research Papers). Florence, Italy, pp. 102-115. [bib][code]X
@inproceedings{emelin-etal-2019-widening,
title = "Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts",
author = "Emelin, Denis and
Titov, Ivan and
Sennrich, Rico",
booktitle = "Proceedings of the Fourth Conference on Machine Translation (Volume 1: Research Papers)",
month = aug,
year = "2019",
address = "Florence, Italy",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/W19-5211",
doi = "10.18653/v1/W19-5211",
pages = "102--115"
}
Rico Sennrich; Biao Zhang (2019). Revisiting Low-Resource Neural Machine Translation: A Case StudyIn Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. Florence, Italy, pp. 211-221. [bib][data]X
@inproceedings{sennrich-zhang-2019-revisiting,
title = "Revisiting Low-Resource Neural Machine Translation: A Case Study",
author = "Sennrich, Rico and
Zhang, Biao",
booktitle = "Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics",
month = jul,
year = "2019",
address = "Florence, Italy",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/P19-1021",
doi = "10.18653/v1/P19-1021",
pages = "211--221"
}
Biao Zhang; Rico Sennrich (2019). A Lightweight Recurrent Network for Sequence ModelingIn Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. Florence, Italy, pp. 1538-1548. [bib][code]X
@inproceedings{zhang-sennrich-2019-lightweight,
title = "A Lightweight Recurrent Network for Sequence Modeling",
author = "Zhang, Biao and
Sennrich, Rico",
booktitle = "Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics",
month = jul,
year = "2019",
address = "Florence, Italy",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/P19-1149",
doi = "10.18653/v1/P19-1149",
pages = "1538--1548"
}
Elena Voita; Rico Sennrich; Ivan Titov (2019). When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical CohesionIn Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. Florence, Italy, pp. 1198-1212. [bib][code][blog]X
@inproceedings{voita-etal-2019-good,
title = "When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion",
author = "Voita, Elena and
Sennrich, Rico and
Titov, Ivan",
booktitle = "Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics",
month = jul,
year = "2019",
address = "Florence, Italy",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/P19-1116",
doi = "10.18653/v1/P19-1116",
pages = "1198--1212"
}
Elena Voita; David Talbot; Fedor Moiseev; Rico Sennrich; Ivan Titov (2019). Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be PrunedIn Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. Florence, Italy, pp. 5797-5808. [bib][code][blog]X
@inproceedings{voita-etal-2019-analyzing,
title = "Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned",
author = "Voita, Elena and
Talbot, David and
Moiseev, Fedor and
Sennrich, Rico and
Titov, Ivan",
booktitle = "Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics",
month = jul,
year = "2019",
address = "Florence, Italy",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/P19-1580",
doi = "10.18653/v1/P19-1580",
pages = "5797--5808"
}
2018
Mathias Müller; Annette Rios; Elena Voita; Rico Sennrich (2018). A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine TranslationIn Proceedings of the Third Conference on Machine Translation: Research Papers. Brussels, Belgium, pp. 61-72. [bib][dataset]X
@inproceedings{muller-etal-2018-large,
title = "A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine Translation",
author = {M{\"u}ller, Mathias and
Rios, Annette and
Voita, Elena and
Sennrich, Rico},
booktitle = "Proceedings of the Third Conference on Machine Translation: Research Papers",
month = oct,
year = "2018",
address = "Brussels, Belgium",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/W18-6307",
doi = "10.18653/v1/W18-6307",
pages = "61--72"
}
Annette Rios; Mathias Müller; Rico Sennrich (2018). The Word Sense Disambiguation Test Suite at WMT18In Proceedings of the Third Conference on Machine Translation: Shared Task Papers. Belgium, Brussels, pp. 588-596. [bib][dataset]X
@inproceedings{rios-etal-2018-word,
title = "The Word Sense Disambiguation Test Suite at {WMT}18",
author = {Rios, Annette and
M{\"u}ller, Mathias and
Sennrich, Rico},
booktitle = "Proceedings of the Third Conference on Machine Translation: Shared Task Papers",
month = oct,
year = "2018",
address = "Belgium, Brussels",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/W18-6437",
doi = "10.18653/v1/W18-6437",
pages = "588--596",
}
Gongbo Tang; Rico Sennrich; Joakim Nivre (2018). An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine TranslationIn Proceedings of the Third Conference on Machine Translation: Research Papers. Brussels, Belgium, pp. 26-35. [bib]X
@inproceedings{tang-etal-2018-analysis,
title = "An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation",
author = "Tang, Gongbo and
Sennrich, Rico and
Nivre, Joakim",
booktitle = "Proceedings of the Third Conference on Machine Translation: Research Papers",
month = oct,
year = "2018",
address = "Brussels, Belgium",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/W18-6304",
doi = "10.18653/v1/W18-6304",
pages = "26--35"
}
Barry Haddow; Nikolay Bogoychev; Denis Emelin; Ulrich Germann; Roman Grundkiewicz; Kenneth Heafield; Antonio Valerio Miceli Barone; Rico Sennrich (2018). The University of Edinburghʼs Submissions to the WMT18 News Translation TaskIn Proceedings of the Third Conference on Machine Translation: Shared Task Papers. Belgium, Brussels, pp. 399-409. [bib]X
@inproceedings{haddow-etal-2018-university,
title = "The University of {E}dinburgh{'}s Submissions to the {WMT}18 News Translation Task",
author = "Haddow, Barry and
Bogoychev, Nikolay and
Emelin, Denis and
Germann, Ulrich and
Grundkiewicz, Roman and
Heafield, Kenneth and
Miceli Barone, Antonio Valerio and
Sennrich, Rico",
booktitle = "Proceedings of the Third Conference on Machine Translation: Shared Task Papers",
month = oct,
year = "2018",
address = "Belgium, Brussels",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/W18-6412",
doi = "10.18653/v1/W18-6412",
pages = "399--409"
}
Jonathan Mallinson; Rico Sennrich; Mirella Lapata (2018). Sentence Compression for Arbitrary Languages via Multilingual PivotingIn Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing. Brussels, Belgium, pp. 2453-2464. [bib]X
@inproceedings{mallinson-etal-2018-sentence,
title = "Sentence Compression for Arbitrary Languages via Multilingual Pivoting",
author = "Mallinson, Jonathan and
Sennrich, Rico and
Lapata, Mirella",
booktitle = "Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing",
month = oct # "-" # nov,
year = "2018",
address = "Brussels, Belgium",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/D18-1267",
doi = "10.18653/v1/D18-1267",
pages = "2453--2464"
}
Gongbo Tang; Mathias Müller; Annette Rios; Rico Sennrich (2018). Why Self-Attention? A Targeted Evaluation of Neural Machine Translation ArchitecturesIn Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing. Brussels, Belgium, pp. 4263-4272. [bib]X
@inproceedings{tang-etal-2018-self,
title = "Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures",
author = {Tang, Gongbo and
M{\"u}ller, Mathias and
Rios, Annette and
Sennrich, Rico},
booktitle = "Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing",
month = oct # "-" # nov,
year = "2018",
address = "Brussels, Belgium",
publisher = "Association for Computational Linguistics",
url = "https://arxiv.org/pdf/1808.08946.pdf",
doi = "10.18653/v1/D18-1458",
pages = "4263--4272",
}
Samuel Läubli; Rico Sennrich; Martin Volk (2018). Has Machine Translation Achieved Human Parity? A Case for Document-level EvaluationIn Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing. Brussels, Belgium, pp. 4791-4796. [bib][dataset]X
@inproceedings{laubli-etal-2018-machine,
title = "Has Machine Translation Achieved Human Parity? A Case for Document-level Evaluation",
author = {L{\"a}ubli, Samuel and
Sennrich, Rico and
Volk, Martin},
booktitle = "Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing",
month = oct # "-" # nov,
year = "2018",
address = "Brussels, Belgium",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/D18-1512",
doi = "10.18653/v1/D18-1512",
pages = "4791--4796"
}
Philip Williams; Marcin Chochowski; Pawel Przybysz; Rico Sennrich; Barry Haddow; Alexandra Birch (2018). Samsung and University of Edinburgh's System for the IWSLT 2018 Low Resource MT TaskIn Proceedings of the 15th International Workshop on Spoken Language Translation. Bruges, Belgium, pp. 118-123. [bib]X
@inproceedings{samsung-uedin-iwslt18,
address = "Bruges, Belgium",
author = "Williams, Philip and Chochowski, Marcin and Przybysz, Pawel and Sennrich, Rico and Haddow, Barry and Birch, Alexandra",
booktitle = "{Proceedings of the 15th International Workshop on Spoken Language Translation}",
pages = "118--123",
title = "{Samsung and University of Edinburgh's System for the IWSLT 2018 Low Resource MT Task}",
url = "https://workshop2018.iwslt.org/downloads/Proceedings_IWSLT_2018.pdf#section*.35",
year = "2018"
}
Sheila Castilho; Joss Moorkens; Federico Gaspari; Rico Sennrich; Andy Way; Panayota Georgakopoulou (2018). Evaluating MT for massive open online coursesMachine Translation, 32(3):255-278. [bib]X
@article{Castilho2018,
author = "Castilho, Sheila and Moorkens, Joss and Gaspari, Federico and Sennrich, Rico and Way, Andy and Georgakopoulou, Panayota",
day = "01",
doi = "10.1007/s10590-018-9221-y",
issn = "1573-0573",
journal = "Machine Translation",
month = "Sep",
number = "3",
pages = "255--278",
title = "{Evaluating MT for massive open online courses}",
url = "https://doi.org/10.1007/s10590-018-9221-y",
volume = "32",
year = "2018"
}
Elena Voita; Pavel Serdyukov; Rico Sennrich; Ivan Titov (2018). Context-Aware Neural Machine Translation Learns Anaphora ResolutionIn Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Melbourne, Australia, pp. 1264-1274. [bib]X
@inproceedings{voita-etal-2018-context,
title = "Context-Aware Neural Machine Translation Learns Anaphora Resolution",
author = "Voita, Elena and
Serdyukov, Pavel and
Sennrich, Rico and
Titov, Ivan",
booktitle = "Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
month = jul,
year = "2018",
address = "Melbourne, Australia",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/P18-1117",
doi = "10.18653/v1/P18-1117",
pages = "1264--1274"
}
Rachel Bawden; Rico Sennrich; Alexandra Birch; Barry Haddow (2018). Evaluating Discourse Phenomena in Neural Machine TranslationIn Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers). New Orleans, Louisiana, pp. 1304-1313. [bib][code and dataset]X
@inproceedings{bawden-etal-2018-evaluating,
title = "Evaluating Discourse Phenomena in Neural Machine Translation",
author = "Bawden, Rachel and
Sennrich, Rico and
Birch, Alexandra and
Haddow, Barry",
booktitle = "Proceedings of the 2018 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)",
month = jun,
year = "2018",
address = "New Orleans, Louisiana",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/N18-1118",
doi = "10.18653/v1/N18-1118",
pages = "1304--1313"
}
Maximiliana Behnke; Antonio Valerio Miceli Barone; Rico Sennrich; Vilelmini Sosoni; Thanasis Naskos; Eirini Takoulidou; Maria Stasimioti; Menno van Zaanen; Sheila Castilho; Federico Gaspari; Panayota Georgakopoulou; Valia Kordoni; Markus Egg; Katia Lida Kermanidis (2018). Improving Machine Translation of Educational Content via CrowdsourcingIn Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018). Miyazaki, Japan [bib]X
@inproceedings{behnke-etal-2018-improving,
title = "Improving Machine Translation of Educational Content via Crowdsourcing",
author = "Behnke, Maximiliana and
Miceli Barone, Antonio Valerio and
Sennrich, Rico and
Sosoni, Vilelmini and
Naskos, Thanasis and
Takoulidou, Eirini and
Stasimioti, Maria and
van Zaanen, Menno and
Castilho, Sheila and
Gaspari, Federico and
Georgakopoulou, Panayota and
Kordoni, Valia and
Egg, Markus and
Kermanidis, Katia Lida",
booktitle = "Proceedings of the Eleventh International Conference on Language Resources and Evaluation ({LREC} 2018)",
month = may,
year = "2018",
address = "Miyazaki, Japan",
publisher = "European Language Resources Association (ELRA)",
url = "https://www.aclweb.org/anthology/L18-1528",
}
Yutong Shao; Rico Sennrich; Bonnie Webber; Federico Fancellu (2018). Evaluating Machine Translation Performance on Chinese Idioms with a Blacklist MethodIn Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018). Miyazaki, Japan [bib]X
@inproceedings{shao-etal-2018-evaluating,
title = "Evaluating Machine Translation Performance on {C}hinese Idioms with a Blacklist Method",
author = "Shao, Yutong and
Sennrich, Rico and
Webber, Bonnie and
Fancellu, Federico",
booktitle = "Proceedings of the Eleventh International Conference on Language Resources and Evaluation ({LREC} 2018)",
month = may,
year = "2018",
address = "Miyazaki, Japan",
publisher = "European Language Resources Association (ELRA)",
url = "https://www.aclweb.org/anthology/L18-1005",
}
2017
Pawel Przybysz; Marcin Chochowski; Rico Sennrich; Barry Haddow; Alexandra Birch (2017). The Samsung and University of Edinburgh's submission to IWSLT17In Proceedings of the 14th International Workshop on Spoken Language Translation. Tokyo, Japan, pp. 23-28. [bib]X
@inproceedings{samsung-uedin-iwslt17,
address = "Tokyo, Japan",
author = "Przybysz, Pawel and Chochowski, Marcin and Sennrich, Rico and Haddow, Barry and Birch, Alexandra",
booktitle = "{Proceedings of the 14th International Workshop on Spoken Language Translation}",
pages = "23--28",
title = "{The Samsung and University of Edinburgh's submission to IWSLT17}",
url = "http://workshop2017.iwslt.org/downloads/iwslt2017_proceeding_v2.pdf#page=39",
year = "2017"
}
Antonio Valerio Miceli Barone; Rico Sennrich (2017). A Parallel Corpus of Python Functions and Documentation Strings for Automated Code Documentation and Code GenerationIn Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 2: Short Papers). Taipei, Taiwan, pp. 314-319. [bib][dataset]X
@inproceedings{micelibarone-sennrich:2017:I17-2,
address = "Taipei, Taiwan",
author = "{Miceli Barone}, Antonio Valerio and Sennrich, Rico",
booktitle = "{Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 2: Short Papers)}",
month = "November",
pages = "314--319",
publisher = "Asian Federation of Natural Language Processing",
title = "{A Parallel Corpus of Python Functions and Documentation Strings for Automated Code Documentation and Code Generation}",
url = "http://www.aclweb.org/anthology/I17-2053",
year = "2017"
}
Sheila Castilho; Joss Moorkens; Federico Gaspari; Rico Sennrich; Vilelmini Sosoni; Yota Georgakopoulou; Pintu Lohar; Andy Way; Antonio Valerio Miceli Barone; Maria Gialama (2017). A Comparative Quality Evaluation of PBSMT and NMT using Professional TranslatorsIn Proceedings of Machine Translation Summit XVI. Nagoya, Japan [bib]X
@inproceedings{castilho17,
address = "Nagoya, Japan",
author = "Castilho, Sheila and Moorkens, Joss and Gaspari, Federico and Sennrich, Rico and Sosoni, Vilelmini and Georgakopoulou, Yota and Lohar, Pintu and Way, Andy and {Miceli Barone}, Antonio Valerio and Gialama, Maria",
booktitle = "{Proceedings of Machine Translation Summit XVI}",
title = "{A Comparative Quality Evaluation of PBSMT and NMT using Professional Translators}",
url = "http://aamt.info/app-def/S-102/mtsummit/2017/wp-content/uploads/sites/2/2017/09/MTSummitXVI_ResearchTrack.pdf#page=122",
year = "2017"
}
Antonio Valerio Miceli Barone; Barry Haddow; Ulrich Germann; Rico Sennrich (2017). Regularization techniques for fine-tuning in neural machine translationIn Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing. Copenhagen, Denmark, pp. 1489-1494. [bib]X
@inproceedings{miceli-barone-etal-2017-regularization,
title = "Regularization techniques for fine-tuning in neural machine translation",
author = "Miceli Barone, Antonio Valerio and
Haddow, Barry and
Germann, Ulrich and
Sennrich, Rico",
booktitle = "Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing",
month = sep,
year = "2017",
address = "Copenhagen, Denmark",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/D17-1156",
doi = "10.18653/v1/D17-1156",
pages = "1489--1494",
}
Spandana Gella; Rico Sennrich; Frank Keller; Mirella Lapata (2017). Image Pivoting for Learning Multilingual Multimodal RepresentationsIn Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing. Copenhagen, Denmark, pp. 2839-2845. [bib]X
@inproceedings{gella-etal-2017-image,
title = "Image Pivoting for Learning Multilingual Multimodal Representations",
author = "Gella, Spandana and
Sennrich, Rico and
Keller, Frank and
Lapata, Mirella",
booktitle = "Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing",
month = sep,
year = "2017",
address = "Copenhagen, Denmark",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/D17-1303",
doi = "10.18653/v1/D17-1303",
pages = "2839--2845",
}
Antonio Valerio Miceli Barone; Jindřich Helcl; Rico Sennrich; Barry Haddow; Alexandra Birch (2017). Deep architectures for Neural Machine TranslationIn Proceedings of the Second Conference on Machine Translation. Copenhagen, Denmark, pp. 99-107. [bib][code]X
@inproceedings{miceli-barone-etal-2017-deep,
title = "Deep architectures for Neural Machine Translation",
author = "Miceli Barone, Antonio Valerio and
Helcl, Jind{\v{r}}ich and
Sennrich, Rico and
Haddow, Barry and
Birch, Alexandra",
booktitle = "Proceedings of the Second Conference on Machine Translation",
month = sep,
year = "2017",
address = "Copenhagen, Denmark",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/W17-4710",
doi = "10.18653/v1/W17-4710",
pages = "99--107",
}
Rico Sennrich; Alexandra Birch; Anna Currey; Ulrich Germann; Barry Haddow; Kenneth Heafield; Antonio Valerio Miceli Barone; Philip Williams (2017). The University of Edinburghʼs Neural MT Systems for WMT17In Proceedings of the Second Conference on Machine Translation. Copenhagen, Denmark, pp. 389-399. [bib][models][code] ★ (tied) best constrained system for 11 out of 12 translation directions in which we participated.X
@inproceedings{sennrich-etal-2017-university,
title = "The University of {E}dinburgh{'}s Neural {MT} Systems for {WMT}17",
author = "Sennrich, Rico and
Birch, Alexandra and
Currey, Anna and
Germann, Ulrich and
Haddow, Barry and
Heafield, Kenneth and
Miceli Barone, Antonio Valerio and
Williams, Philip",
booktitle = "Proceedings of the Second Conference on Machine Translation",
month = sep,
year = "2017",
address = "Copenhagen, Denmark",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/W17-4739",
doi = "10.18653/v1/W17-4739",
pages = "389--399",
}
Maria Nădejde; Siva Reddy; Rico Sennrich; Tomasz Dwojak; Marcin Junczys-Dowmunt; Philipp Koehn; Alexandra Birch (2017). Predicting Target Language CCG Supertags Improves Neural Machine TranslationIn Proceedings of the Second Conference on Machine Translation. Copenhagen, Denmark, pp. 68-79. [bib] note: a pre-published version of this paper had the title "Syntax-aware Neural Machine Translation Using CCG".
X
@inproceedings{nadejde-etal-2017-predicting,
title = "Predicting Target Language {CCG} Supertags Improves Neural Machine Translation",
author = "N{\u{a}}dejde, Maria and
Reddy, Siva and
Sennrich, Rico and
Dwojak, Tomasz and
Junczys-Dowmunt, Marcin and
Koehn, Philipp and
Birch, Alexandra",
booktitle = "Proceedings of the Second Conference on Machine Translation",
month = sep,
year = "2017",
address = "Copenhagen, Denmark",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/W17-4707",
doi = "10.18653/v1/W17-4707",
pages = "68--79",
}
Annette Rios; Laura Mascarell; Rico Sennrich (2017). Improving Word Sense Disambiguation in Neural Machine Translation with Sense EmbeddingsIn Proceedings of the Second Conference on Machine Translation. Copenhagen, Denmark, pp. 11-19. [bib][dataset]X
@inproceedings{rios-gonzales-etal-2017-improving,
title = "Improving Word Sense Disambiguation in Neural Machine Translation with Sense Embeddings",
author = "Rios, Annette and
Mascarell, Laura and
Sennrich, Rico",
booktitle = "Proceedings of the Second Conference on Machine Translation",
month = sep,
year = "2017",
address = "Copenhagen, Denmark",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/W17-4702",
doi = "10.18653/v1/W17-4702",
pages = "11--19",
}
Rico Sennrich (2017). How Grammatical is Character-level Neural Machine Translation? Assessing MT Quality with Contrastive Translation PairsIn Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers. Valencia, Spain, pp. 376-382. [bib][dataset]X
@inproceedings{sennrich-2017-grammatical,
title = "How Grammatical is Character-level Neural Machine Translation? Assessing {MT} Quality with Contrastive Translation Pairs",
author = "Sennrich, Rico",
booktitle = "Proceedings of the 15th Conference of the {E}uropean Chapter of the Association for Computational Linguistics: Volume 2, Short Papers",
month = apr,
year = "2017",
address = "Valencia, Spain",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/E17-2060",
pages = "376--382"
}
Jonathan Mallinson; Rico Sennrich; Mirella Lapata (2017). Paraphrasing Revisited with Neural Machine TranslationIn Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers. Valencia, Spain, pp. 881-893. [bib]X
@inproceedings{mallinson-etal-2017-paraphrasing,
title = "Paraphrasing Revisited with Neural Machine Translation",
author = "Mallinson, Jonathan and
Sennrich, Rico and
Lapata, Mirella",
booktitle = "Proceedings of the 15th Conference of the {E}uropean Chapter of the Association for Computational Linguistics: Volume 1, Long Papers",
month = apr,
year = "2017",
address = "Valencia, Spain",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/E17-1083",
pages = "881--893"
}
Rico Sennrich; Orhan Firat; Kyunghyun Cho; Alexandra Birch; Barry Haddow; Julian Hitschler; Marcin Junczys-Dowmunt; Samuel Läubli; Antonio Valerio Miceli Barone; Jozef Mokry; Maria Nădejde (2017). Nematus: a Toolkit for Neural Machine TranslationIn Proceedings of the Software Demonstrations of the 15th Conference of the European Chapter of the Association for Computational Linguistics. Valencia, Spain, pp. 65-68. [bib][code]X
@inproceedings{sennrich-etal-2017-nematus,
title = "{N}ematus: a Toolkit for Neural Machine Translation",
author = {Sennrich, Rico and
Firat, Orhan and
Cho, Kyunghyun and
Birch, Alexandra and
Haddow, Barry and
Hitschler, Julian and
Junczys-Dowmunt, Marcin and
L{\"a}ubli, Samuel and
Miceli Barone, Antonio Valerio and
Mokry, Jozef and
N{\u{a}}dejde, Maria},
booktitle = "Proceedings of the Software Demonstrations of the 15th Conference of the {E}uropean Chapter of the Association for Computational Linguistics",
month = apr,
year = "2017",
address = "Valencia, Spain",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/E17-3017",
pages = "65--68"
}
Renars Liepins; Ulrich Germann; Guntis Barzdins; Alexandra Birch; Steve Renals; Susanne Weber; Peggy van der Kreeft; Hervé Bourlard; João Prieto; Ondřej Klejch; Peter Bell; Alexandros Lazaridis; Alfonso Mendes; Sebastian Riedel; Mariana S. C. Almeida; Pedro Balage; Shay B. Cohen; Tomasz Dwojak; Philip N. Garner; Andreas Giefer; Marcin Junczys-Dowmunt; Hina Imran; David Nogueira; Ahmed Ali; Sebastião Miranda; Andrei Popescu-Belis; Lesly Miculicich Werlen; Nikos Papasarantopoulos; Abiola Obamuyide; Clive Jones; Fahim Dalvi; Andreas Vlachos; Yang Wang; Sibo Tong; Rico Sennrich; Nikolaos Pappas; Shashi Narayan; Marco Damonte; Nadir Durrani; Sameer Khurana; Ahmed Abdelali; Hassan Sajjad; Stephan Vogel; David Sheppey; Chris Hernon; Jeff Mitchell (2017). The SUMMA Platform PrototypeIn Proceedings of the Software Demonstrations of the 15th Conference of the European Chapter of the Association for Computational Linguistics. Valencia, Spain, pp. 116-119. [bib]X
@inproceedings{liepins-etal-2017-summa,
title = "The {SUMMA} Platform Prototype",
author = "Liepins, Renars and
Germann, Ulrich and
Barzdins, Guntis and
Birch, Alexandra and
Renals, Steve and
Weber, Susanne and
van der Kreeft, Peggy and
Bourlard, Herv{\'e} and
Prieto, Jo{\~a}o and
Klejch, Ond{\v{r}}ej and
Bell, Peter and
Lazaridis, Alexandros and
Mendes, Alfonso and
Riedel, Sebastian and
Almeida, Mariana S. C. and
Balage, Pedro and
Cohen, Shay B. and
Dwojak, Tomasz and
Garner, Philip N. and
Giefer, Andreas and
Junczys-Dowmunt, Marcin and
Imran, Hina and
Nogueira, David and
Ali, Ahmed and
Miranda, Sebasti{\~a}o and
Popescu-Belis, Andrei and
Miculicich Werlen, Lesly and
Papasarantopoulos, Nikos and
Obamuyide, Abiola and
Jones, Clive and
Dalvi, Fahim and
Vlachos, Andreas and
Wang, Yang and
Tong, Sibo and
Sennrich, Rico and
Pappas, Nikolaos and
Narayan, Shashi and
Damonte, Marco and
Durrani, Nadir and
Khurana, Sameer and
Abdelali, Ahmed and
Sajjad, Hassan and
Vogel, Stephan and
Sheppey, David and
Hernon, Chris and
Mitchell, Jeff",
booktitle = "Proceedings of the Software Demonstrations of the 15th Conference of the {E}uropean Chapter of the Association for Computational Linguistics",
month = apr,
year = "2017",
address = "Valencia, Spain",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/E17-3029",
pages = "116--119"
}
2016
Philip Williams; Rico Sennrich; Matt Post; Philipp Koehn (2016). Syntax-based Statistical Machine Translation[bib]X
@book{syntaxsmt,
author = "Williams, Philip and Sennrich, Rico and Post, Matt and Koehn, Philipp",
number = "4",
pages = "1--208",
publisher = "Morgan \& Claypool Publishers",
series = "{Synthesis Lectures on Human Language Technologies}",
title = "{Syntax-based Statistical Machine Translation}",
url = "https://doi.org/10.2200/S00716ED1V04Y201604HLT033",
volume = "9",
year = "2016"
}
Rico Sennrich; Barry Haddow; Alexandra Birch (2016). Improving Neural Machine Translation Models with Monolingual DataIn Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Berlin, Germany, pp. 86-96. [bib][data]X
@inproceedings{sennrich-etal-2016-improving,
title = "Improving Neural Machine Translation Models with Monolingual Data",
author = "Sennrich, Rico and
Haddow, Barry and
Birch, Alexandra",
booktitle = "Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
month = aug,
year = "2016",
address = "Berlin, Germany",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/P16-1009",
doi = "10.18653/v1/P16-1009",
pages = "86--96",
}
Rico Sennrich; Barry Haddow; Alexandra Birch (2016). Neural Machine Translation of Rare Words with Subword UnitsIn Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Berlin, Germany, pp. 1715-1725. [bib][code]X
@inproceedings{sennrich-etal-2016-neural,
title = "Neural Machine Translation of Rare Words with Subword Units",
author = "Sennrich, Rico and
Haddow, Barry and
Birch, Alexandra",
booktitle = "Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
month = aug,
year = "2016",
address = "Berlin, Germany",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/P16-1162",
doi = "10.18653/v1/P16-1162",
pages = "1715--1725",
}
Rico Sennrich; Barry Haddow (2016). Linguistic Input Features Improve Neural Machine TranslationIn Proceedings of the First Conference on Machine Translation: Volume 1, Research Papers. Berlin, Germany, pp. 83-91. [bib]X
@inproceedings{sennrich-haddow-2016-linguistic,
title = "Linguistic Input Features Improve Neural Machine Translation",
author = "Sennrich, Rico and
Haddow, Barry",
booktitle = "Proceedings of the First Conference on Machine Translation: Volume 1, Research Papers",
month = aug,
year = "2016",
address = "Berlin, Germany",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/W16-2209",
doi = "10.18653/v1/W16-2209",
pages = "83--91",
}
Rico Sennrich; Barry Haddow; Alexandra Birch (2016). Edinburgh Neural Machine Translation Systems for WMT 16In Proceedings of the First Conference on Machine Translation: Volume 2, Shared Task Papers. Berlin, Germany, pp. 371-376. [bib][code][models] ★ (tied) best constrained system for 7 out of 8 translation directions in which we participated.X
@inproceedings{sennrich-etal-2016-edinburgh,
title = "{E}dinburgh Neural Machine Translation Systems for {WMT} 16",
author = "Sennrich, Rico and
Haddow, Barry and
Birch, Alexandra",
booktitle = "Proceedings of the First Conference on Machine Translation: Volume 2, Shared Task Papers",
month = aug,
year = "2016",
address = "Berlin, Germany",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/W16-2323",
doi = "10.18653/v1/W16-2323",
pages = "371--376",
}
Marcin Junczys-Dowmunt; Tomasz Dwojak; Rico Sennrich (2016). The AMU-UEDIN Submission to the WMT16 News Translation Task: Attention-based NMT Models as Feature Functions in Phrase-based SMTIn Proceedings of the First Conference on Machine Translation: Volume 2, Shared Task Papers. Berlin, Germany, pp. 319-325. [bib] ★ ranked 1-2 (out of 10) for Russian English, and 2-4 (out of 12) for English-Russian.X
@inproceedings{junczys-dowmunt-etal-2016-amu,
title = "The {AMU}-{UEDIN} Submission to the {WMT}16 News Translation Task: Attention-based {NMT} Models as Feature Functions in Phrase-based {SMT}",
author = "Junczys-Dowmunt, Marcin and
Dwojak, Tomasz and
Sennrich, Rico",
booktitle = "Proceedings of the First Conference on Machine Translation: Volume 2, Shared Task Papers",
month = aug,
year = "2016",
address = "Berlin, Germany",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/W16-2316",
doi = "10.18653/v1/W16-2316",
pages = "319--325",
}
Philip Williams; Rico Sennrich; Maria Nădejde; Matthias Huck; Barry Haddow; Ondřej Bojar (2016). Edinburghʼs Statistical Machine Translation Systems for WMT16In Proceedings of the First Conference on Machine Translation: Volume 2, Shared Task Papers. Berlin, Germany, pp. 399-410. [bib]X
@inproceedings{williams-etal-2016-edinburghs,
title = "{E}dinburgh{'}s Statistical Machine Translation Systems for {WMT}16",
author = "Williams, Philip and
Sennrich, Rico and
N{\u{a}}dejde, Maria and
Huck, Matthias and
Haddow, Barry and
Bojar, Ond{\v{r}}ej",
booktitle = "Proceedings of the First Conference on Machine Translation: Volume 2, Shared Task Papers",
month = aug,
year = "2016",
address = "Berlin, Germany",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/W16-2327",
doi = "10.18653/v1/W16-2327",
pages = "399--410",
}
Jan-Thorsten Peter; Tamer Alkhouli; Hermann Ney; Matthias Huck; Fabienne Braune; Alexander Fraser; Aleš Tamchyna; Ondřej Bojar; Barry Haddow; Rico Sennrich; Frédéric Blain; Lucia Specia; Jan Niehues; Alex Waibel; Alexandre Allauzen; Lauriane Aufrant; Franck Burlot; Elena Knyazeva; Thomas Lavergne; François Yvon; M\=arcis Pinnis; Stella Frank (2016). The QT21/HimL Combined Machine Translation SystemIn Proceedings of the First Conference on Machine Translation: Volume 2, Shared Task Papers. Berlin, Germany, pp. 344-355. [bib]X
@inproceedings{peter-etal-2016-qt21,
title = "The {QT}21/{H}im{L} Combined Machine Translation System",
author = "Peter, Jan-Thorsten and
Alkhouli, Tamer and
Ney, Hermann and
Huck, Matthias and
Braune, Fabienne and
Fraser, Alexander and
Tamchyna, Ale{\v{s}} and
Bojar, Ond{\v{r}}ej and
Haddow, Barry and
Sennrich, Rico and
Blain, Fr{\'e}d{\'e}ric and
Specia, Lucia and
Niehues, Jan and
Waibel, Alex and
Allauzen, Alexandre and
Aufrant, Lauriane and
Burlot, Franck and
Knyazeva, Elena and
Lavergne, Thomas and
Yvon, Fran{\c{c}}ois and
Pinnis, M{\=a}rcis and
Frank, Stella",
booktitle = "Proceedings of the First Conference on Machine Translation: Volume 2, Shared Task Papers",
month = aug,
year = "2016",
address = "Berlin, Germany",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/W16-2320",
doi = "10.18653/v1/W16-2320",
pages = "344--355",
}
Rico Sennrich; Barry Haddow; Alexandra Birch (2016). Controlling Politeness in Neural Machine Translation via Side ConstraintsIn Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. San Diego, California, pp. 35-40. [bib][code]X
@inproceedings{sennrich-etal-2016-controlling,
title = "Controlling Politeness in Neural Machine Translation via Side Constraints",
author = "Sennrich, Rico and
Haddow, Barry and
Birch, Alexandra",
booktitle = "Proceedings of the 2016 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies",
month = jun,
year = "2016",
address = "San Diego, California",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/N16-1005",
doi = "10.18653/v1/N16-1005",
pages = "35--40",
}
2015
Rico Sennrich; Barry Haddow (2015). A Joint Dependency Model of Morphological and Syntactic Structure for Statistical Machine TranslationIn Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing. Lisbon, Portugal, pp. 2081-2087. [bib]X
@inproceedings{sennrich-haddow-2015-joint,
title = "A Joint Dependency Model of Morphological and Syntactic Structure for Statistical Machine Translation",
author = "Sennrich, Rico and
Haddow, Barry",
booktitle = "Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing",
month = sep,
year = "2015",
address = "Lisbon, Portugal",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/D15-1248",
doi = "10.18653/v1/D15-1248",
pages = "2081--2087",
}
Philip Williams; Rico Sennrich; Maria Nadejde; Matthias Huck; Philipp Koehn (2015). Edinburghʼs Syntax-Based Systems at WMT 2015In Proceedings of the Tenth Workshop on Statistical Machine Translation. Lisbon, Portugal, pp. 199-209. [bib] ★ ranked 1-2 (out of 16) in shared translation task English-German. [code]X
@inproceedings{williams-etal-2015-edinburghs,
title = "{E}dinburgh{'}s Syntax-Based Systems at {WMT} 2015",
author = "Williams, Philip and
Sennrich, Rico and
Nadejde, Maria and
Huck, Matthias and
Koehn, Philipp",
booktitle = "Proceedings of the Tenth Workshop on Statistical Machine Translation",
month = sep,
year = "2015",
address = "Lisbon, Portugal",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/W15-3024",
doi = "10.18653/v1/W15-3024",
pages = "199--209",
}
Rico Sennrich (2015). Modelling and Optimizing on Syntactic N-Grams for Statistical Machine TranslationTransactions of the Association for Computational Linguistics, 3, 169-182. [bib][slides]X
@article{sennrich-2015-modelling,
title = "Modelling and Optimizing on Syntactic N-Grams for Statistical Machine Translation",
author = "Sennrich, Rico",
journal = "Transactions of the Association for Computational Linguistics",
volume = "3",
year = "2015",
url = "https://www.aclweb.org/anthology/Q15-1013",
doi = "10.1162/tacl_a_00131",
pages = "169--182"
}
Rico Sennrich; Philip Williams; Matthias Huck (2015). A tree does not make a well-formed sentence: Improving syntactic string-to-tree statistical machine translation with more linguistic knowledgeComputer Speech & Language, 32(1):27-45. [bib]X
@article{SENNRICH201527,
author = "Sennrich, Rico and Williams, Philip and Huck, Matthias",
doi = "10.1016/j.csl.2014.09.002",
issn = "0885-2308",
journal = "Computer Speech \& Language",
keywords = "Statistical machine translation; Syntactic translation models; String-to-tree models; Morphology",
note = "Hybrid Machine Translation: integration of linguistics and statistics",
number = "1",
pages = "27--45",
title = "{A tree does not make a well-formed sentence: Improving syntactic string-to-tree statistical machine translation with more linguistic knowledge}",
url = "http://www.sciencedirect.com/science/article/pii/S0885230814000801",
volume = "32",
year = "2015"
}
2014
Rico Sennrich (2014). A CYK+ Variant for SCFG Decoding Without a Dot ChartIn Proceedings of SSST-8, Eighth Workshop on Syntax, Semantics and Structure in Statistical Translation. Doha, Qatar, pp. 94-102. [bib]X
@inproceedings{sennrich-2014-cyk,
title = "A {CYK}+ Variant for {SCFG} Decoding Without a Dot Chart",
author = "Sennrich, Rico",
booktitle = "Proceedings of {SSST}-8, Eighth Workshop on Syntax, Semantics and Structure in Statistical Translation",
month = oct,
year = "2014",
address = "Doha, Qatar",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/W14-4011",
doi = "10.3115/v1/W14-4011",
pages = "94--102",
}
Philip Williams; Rico Sennrich; Maria Nadejde; Matthias Huck; Eva Hasler; Philipp Koehn (2014). Edinburghʼs Syntax-Based Systems at WMT 2014In Proceedings of the Ninth Workshop on Statistical Machine Translation. Baltimore, Maryland, USA, pp. 207-214. [bib] ★ ranked 1-2 (out of 18) in shared translation task English-German. [code]X
@inproceedings{williams-etal-2014-edinburghs,
title = "{E}dinburgh{'}s Syntax-Based Systems at {WMT} 2014",
author = "Williams, Philip and
Sennrich, Rico and
Nadejde, Maria and
Huck, Matthias and
Hasler, Eva and
Koehn, Philipp",
booktitle = "Proceedings of the Ninth Workshop on Statistical Machine Translation",
month = jun,
year = "2014",
address = "Baltimore, Maryland, USA",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/W14-3324",
doi = "10.3115/v1/W14-3324",
pages = "207--214",
}
Markus Freitag; Stephan Peitz; Joern Wuebker; Hermann Ney; Matthias Huck; Rico Sennrich; Nadir Durrani; Maria Nadejde; Philip Williams; Philipp Koehn; Teresa Herrmann; Eunah Cho; Alex Waibel (2014). EU-BRIDGE MT: Combined Machine TranslationIn Proceedings of the Ninth Workshop on Statistical Machine Translation. Baltimore, Maryland, USA, pp. 105-113. [bib]X
@inproceedings{freitag-etal-2014-eu,
title = "{EU-BRIDGE} {MT}: Combined Machine Translation",
author = "Freitag, Markus and
Peitz, Stephan and
Wuebker, Joern and
Ney, Hermann and
Huck, Matthias and
Sennrich, Rico and
Durrani, Nadir and
Nadejde, Maria and
Williams, Philip and
Koehn, Philipp and
Herrmann, Teresa and
Cho, Eunah and
Waibel, Alex",
booktitle = "Proceedings of the Ninth Workshop on Statistical Machine Translation",
month = jun,
year = "2014",
address = "Baltimore, Maryland, USA",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/W14-3310",
doi = "10.3115/v1/W14-3310",
pages = "105--113",
}
Sarah Ebling; Rico Sennrich; David Klaper (2014). Digging for Names in the Mountains: Combined Person Name Recognition and Reference Resolution for German Alpine TextsIn Human Language Technology Challenges for Computer Science and Linguistics: 5th Language and Technology Conference, LTC 2011, Poznań, Poland, November 25–27, 2011, Revised Selected Papers. Cham, pp. 189-200. [bib]X
@incollection{Ebling2014,
address = "Cham",
author = "Ebling, Sarah and Sennrich, Rico and Klaper, David",
booktitle = "{Human Language Technology Challenges for Computer Science and Linguistics: 5th Language and Technology Conference, LTC 2011, Pozna{\'n}, Poland, November 25--27, 2011, Revised Selected Papers}",
editor = "Vetulani, Zygmunt and Mariani, Joseph",
isbn = "978-3-319-08958-4",
pages = "189--200",
publisher = "Springer International Publishing",
title = "{Digging for Names in the Mountains: Combined Person Name Recognition and Reference Resolution for German Alpine Texts}",
url = "https://www.zora.uzh.ch/id/eprint/50451/1/ltc-075-ebling.pdf",
year = "2014"
}
Mark Fishel; Rico Sennrich (2014). Handling Technical OOVs in SMTIn The Seventeenth Annual Conference of the European Association for Machine Translation (EAMT). Dubrovnik, Croatia, pp. 159-162. [bib]X
@inproceedings{fishel14,
address = "Dubrovnik, Croatia",
author = "Fishel, Mark and Sennrich, Rico",
booktitle = "{ The Seventeenth Annual Conference of the European Association for Machine Translation (EAMT)}",
pages = "159--162",
title = "{Handling Technical OOVs in SMT}",
url = "http://www.mt-archive.info/10/EAMT-2014-Fishel.pdf",
year = "2014"
}
Rico Sennrich; Beat Kunz (2014). Zmorge: A German Morphological Lexicon Extracted from WiktionaryIn Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14). Reykjavik, Iceland, pp. 1063-1067. [bib]X
@inproceedings{sennrich-kunz-2014-zmorge,
title = "{Z}morge: A {G}erman Morphological Lexicon Extracted from {W}iktionary",
author = "Sennrich, Rico and
Kunz, Beat",
booktitle = "Proceedings of the Ninth International Conference on Language Resources and Evaluation ({LREC}'14)",
month = may,
year = "2014",
address = "Reykjavik, Iceland",
publisher = "European Language Resources Association (ELRA)",
url = "http://www.lrec-conf.org/proceedings/lrec2014/pdf/116_Paper.pdf",
pages = "1063--1067",
}
2013
Rico Sennrich; Martin Volk; Gerold Schneider (2013). Exploiting Synergies Between Open Resources for German Dependency Parsing, POS-tagging, and Morphological AnalysisIn Proceedings of the International Conference Recent Advances in Natural Language Processing RANLP 2013. Hissar, Bulgaria, pp. 601-609. [bib]X
@inproceedings{sennrich-etal-2013-exploiting,
title = "Exploiting Synergies Between Open Resources for {G}erman Dependency Parsing, {POS}-tagging, and Morphological Analysis",
author = "Sennrich, Rico and
Volk, Martin and
Schneider, Gerold",
booktitle = "Proceedings of the International Conference Recent Advances in Natural Language Processing {RANLP} 2013",
month = sep,
year = "2013",
address = "Hissar, Bulgaria",
publisher = "INCOMA Ltd. Shoumen, BULGARIA",
url = "https://www.aclweb.org/anthology/R13-1079",
pages = "601--609",
}
Rico Sennrich (2013). Promoting Flexible Translations in Statistical Machine TranslationIn Proceedings of Machine Translation Summit XIV. Nice, France [bib]X
@inproceedings{sennrich2013,
address = "Nice, France",
author = "Sennrich, Rico",
booktitle = "{Proceedings of Machine Translation Summit XIV}",
title = "{Promoting Flexible Translations in Statistical Machine Translation}",
url = "http://www.mt-archive.info/10/MTS-2013-Sennrich.pdf",
year = "2013"
}
Rico Sennrich; Holger Schwenk; Walid Aransa (2013). A Multi-Domain Translation Model Framework for Statistical Machine TranslationIn Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Sofia, Bulgaria, pp. 832-840. [bib]X
@inproceedings{sennrich-etal-2013-multi,
title = "A Multi-Domain Translation Model Framework for Statistical Machine Translation",
author = "Sennrich, Rico and
Schwenk, Holger and
Aransa, Walid",
booktitle = "Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
month = aug,
year = "2013",
address = "Sofia, Bulgaria",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/P13-1082",
pages = "832--840",
}
2012
Mark Fishel; Rico Sennrich; Maja Popović; Ondřej Bojar (2012). TerrorCat: a Translation Error Categorization-based MT Quality MetricIn Proceedings of the Seventh Workshop on Statistical Machine Translation. Montréal, Canada, pp. 64-70. [bib]X
@inproceedings{fishel-etal-2012-terrorcat,
title = "{T}error{C}at: a Translation Error Categorization-based {MT} Quality Metric",
author = "Fishel, Mark and
Sennrich, Rico and
Popovi{\'c}, Maja and
Bojar, Ond{\v{r}}ej",
booktitle = "Proceedings of the Seventh Workshop on Statistical Machine Translation",
month = jun,
year = "2012",
address = "Montr{\'e}al, Canada",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/W12-3105",
pages = "64--70",
}
Rico Sennrich (2012). Mixture-Modeling with Unsupervised Clusters for Domain Adaptation in Statistical Machine TranslationIn 16th Annual Conference of the European Association for Machine Translation (EAMT 2012). Trento, Italy, pp. 185-192. [bib]X
@inproceedings{sennrich2012b,
address = "Trento, Italy",
author = "Sennrich, Rico",
booktitle = "{16th Annual Conference of the European Association for Machine Translation (EAMT 2012)}",
pages = "185--192",
title = "{Mixture-Modeling with Unsupervised Clusters for Domain Adaptation in Statistical Machine Translation}",
url = "http://hltshare.fbk.eu/EAMT2012/html/Papers/42.pdf",
year = "2012"
}
Sadaf Abdul-Rauf; Mark Fishel; Patrik Lambert; Sandra Noubours; Rico Sennrich (2012). Extrinsic evaluation of sentence alignment systemsIn Workshop on Creating Cross-language Resources for Disconnected Languages and Styles. Istanbul, pp. 6-10. [bib]X
@inproceedings{abdul12,
address = "Istanbul",
author = "Abdul-Rauf, Sadaf and Fishel, Mark and Lambert, Patrik and Noubours, Sandra and Sennrich, Rico",
booktitle = "{Workshop on Creating Cross-language Resources for Disconnected Languages and Styles}",
pages = "6--10",
title = "{Extrinsic evaluation of sentence alignment systems}",
url = "http://www.lrec-conf.org/proceedings/lrec2012/workshops/26.Credislas-Proceedings.pdf#page=11",
year = "2012"
}
Rico Sennrich (2012). Perplexity Minimization for Translation Model Domain Adaptation in Statistical Machine TranslationIn Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics. Avignon, France, pp. 539-549. [bib]X
@inproceedings{sennrich-2012-perplexity,
title = "Perplexity Minimization for Translation Model Domain Adaptation in Statistical Machine Translation",
author = "Sennrich, Rico",
booktitle = "Proceedings of the 13th Conference of the {E}uropean Chapter of the Association for Computational Linguistics",
month = apr,
year = "2012",
address = "Avignon, France",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/E12-1055",
pages = "539--549",
}
2011
Sarah Ebling; Rico Sennrich; David Klaper; Martin Volk (2011). Digging for names in the mountains: Combined person name recognition and reference resolution for German alpine textsIn 5th Language & Technology Conference. Poznan, Poland [bib]X
@inproceedings{ebling2011,
address = "Poznan, Poland",
author = "Ebling, Sarah and Sennrich, Rico and Klaper, David and Volk, Martin",
booktitle = "{5th Language \& Technology Conference}",
title = "{Digging for names in the mountains: Combined person name recognition and reference resolution for German alpine texts}",
url = "https://doi.org/10.5167/uzh-50451",
year = "2011"
}
Martin Volk; Anne Göhring; Stéphanie Lehner; Annette Rios; Rico Sennrich; Heli Uibo (2011). Word-aligned parallel text : a new resource for contrastive language studiesIn Supporting Digital Humanities, Conference 2011. Copenhagen, Denmark [bib]X
@inproceedings{volkbilingwis2011,
address = "Copenhagen, Denmark",
author = "Volk, Martin and G{\"o}hring, Anne and Lehner, St{\'e}phanie and Rios, Annette and Sennrich, Rico and Uibo, Heli",
booktitle = "{Supporting Digital Humanities, Conference 2011}",
title = "{Word-aligned parallel text : a new resource for contrastive language studies}",
url = "https://doi.org/10.5167/uzh-51481",
year = "2011"
}
Magdalena Jitca; Rico Sennrich; Martin Volk (2011). From historic books to annotated XML: Building a large multilingual diachronic corpus In Conference of the German Society for Computational Linguistics and Language Technology (GSCL) 2011. Hamburg, Germany, pp. 75-80. [bib]X
@inproceedings{jitca2011,
address = "Hamburg, Germany",
author = "Jitca, Magdalena and Sennrich, Rico and Volk, Martin",
booktitle = "{Conference of the German Society for Computational Linguistics and Language Technology (GSCL) 2011}",
number = "96",
pages = "75--80",
title = "{From historic books to annotated XML: Building a large multilingual diachronic corpus }",
url = "https://doi.org/10.5167/uzh-50948",
year = "2011"
}
Markus Killer; Rico Sennrich; Martin Volk (2011). From multilingual web-archives to parallel treebanks in five minutesIn Conference of the German Society for Computational Linguistics and Language Technology (GSCL) 2011. Hamburg, Germany, pp. 57-62. [bib]X
@inproceedings{killer2011,
address = "Hamburg, Germany",
author = "Killer, Markus and Sennrich, Rico and Volk, Martin",
booktitle = "{Conference of the German Society for Computational Linguistics and Language Technology (GSCL) 2011}",
pages = "57--62",
title = "{From multilingual web-archives to parallel treebanks in five minutes}",
url = "https://doi.org/10.5167/uzh-50178",
year = "2011"
}
Rico Sennrich (2011). The UZH System Combination System for WMT 2011In Proceedings of the Sixth Workshop on Statistical Machine Translation. Edinburgh, Scotland, pp. 166-170. [bib]X
@inproceedings{sennrich-2011-uzh,
title = "The {UZH} System Combination System for {WMT} 2011",
author = "Sennrich, Rico",
booktitle = "Proceedings of the Sixth Workshop on Statistical Machine Translation",
month = jul,
year = "2011",
address = "Edinburgh, Scotland",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/W11-2120",
pages = "166--170",
}
Rico Sennrich (2011). Combining Multi-Engine Machine Translation and Online Learning through Dynamic Phrase TablesIn 15th Annual Conference of the European Association for Machine Translation (EAMT 2011). Leuven, Belgium, pp. 89-96. [bib]X
@inproceedings{sennrich2011b,
address = "Leuven, Belgium",
author = "Sennrich, Rico",
booktitle = "{15th Annual Conference of the European Association for Machine Translation (EAMT 2011)}",
pages = "89--96",
title = "{Combining Multi-Engine Machine Translation and Online Learning through Dynamic Phrase Tables}",
url = "https://www.ccl.kuleuven.be/EAMT2011/proceedings/pdf/eamt2011proceedings.pdf#page=107",
year = "2011"
}
Martin Volk; Rico Sennrich (2011). Disambiguation of English Contractions for Machine Translation of TV SubtitlesIn Proceedings of the 18th Nordic Conference of Computational Linguistics (NODALIDA 2011). Riga, Latvia, pp. 238-245. [bib]X
@inproceedings{volk-sennrich-2011-disambiguation,
title = "Disambiguation of {E}nglish Contractions for Machine Translation of {TV} Subtitles",
author = "Volk, Martin and
Sennrich, Rico",
booktitle = "Proceedings of the 18th Nordic Conference of Computational Linguistics ({NODALIDA} 2011)",
month = may,
year = "2011",
address = "Riga, Latvia",
publisher = "Northern European Association for Language Technology (NEALT)",
url = "https://www.aclweb.org/anthology/W11-4633",
pages = "238--245",
}
Rico Sennrich; Martin Volk (2011). Iterative, MT-based Sentence Alignment of Parallel TextsIn Proceedings of the 18th Nordic Conference of Computational Linguistics (NODALIDA 2011). Riga, Latvia, pp. 175-182. [bib]X
@inproceedings{sennrich-volk-2011-iterative,
title = "Iterative, {MT}-based Sentence Alignment of Parallel Texts",
author = "Sennrich, Rico and
Volk, Martin",
booktitle = "Proceedings of the 18th Nordic Conference of Computational Linguistics ({NODALIDA} 2011)",
month = may,
year = "2011",
address = "Riga, Latvia",
publisher = "Northern European Association for Language Technology (NEALT)",
url = "https://www.aclweb.org/anthology/W11-4624",
pages = "175--182",
}
Martin Volk; Lenz Furrer; Rico Sennrich (2011). Strategies for reducing and correcting OCR errorIn Language Technology for Cultural Heritage. Berlin, pp. 3-22. [bib]X
@incollection{volkocrjournal2011,
address = "Berlin",
author = "Volk, Martin and Furrer, Lenz and Sennrich, Rico",
booktitle = "{Language Technology for Cultural Heritage}",
editor = "Sporleder, Caroline and van den Bosch, Antal and Zervanou, Kalliopi",
pages = "3--22",
publisher = "Springer",
series = "{Theory and Applications of Natural Language Processing}",
title = "{Strategies for reducing and correcting OCR error}",
url = "https://doi.org/10.1007/978-3-642-20227-8_1",
year = "2011"
}
2010
Rico Sennrich; Martin Volk (2010). MT-based Sentence Alignment for OCR-generated Parallel TextsIn Proceedings of the 9th Conference of the Association for Machine Translation in the Americas: Research Papers. Denver, Colorado, USA [bib]X
@inproceedings{sennrich-volk-2010-mt,
title = "{MT}-based Sentence Alignment for {OCR}-generated Parallel Texts",
author = "Sennrich, Rico and
Volk, Martin",
booktitle = "Proceedings of the 9th Conference of the Association for Machine Translation in the Americas: Research Papers",
month = oct # " 31-" # nov # " 4",
year = "2010",
address = "Denver, Colorado, USA",
publisher = "Association for Machine Translation in the Americas",
url = "https://aclanthology.org/2010.amta-papers.14",
}
Martin Volk; Rico Sennrich; Christian Hardmeier; Frida Tidström (2010). Machine translation of TV subtitles for large scale productionIn Second Joint EM+/CNGL Workshop. pp. 53-62. [bib]X
@inproceedings{volksubittles2010,
author = "Volk, Martin and Sennrich, Rico and Hardmeier, Christian and Tidstr{\"o}m, Frida",
booktitle = "{Second Joint EM+/CNGL Workshop}",
pages = "53--62",
title = "{Machine translation of {TV} subtitles for large scale production}",
url = "https://doi.org/10.5167/uzh-36755",
year = "2010"
}
Manfred Klenner; Don Tuggener; Angela Fahrni; Rico Sennrich (2010). Anaphora Resolution with Real PreprocessingLecture Notes in Computer Science, 6233, 215-225.In ICETAL 2010, 7th International Conference on Natural Language Processing, Reykjavik, Iceland. pp. 215-225. [bib]X
@article{klenneranaphorab2010,
author = "Klenner, Manfred and Tuggener, Don and Fahrni, Angela and Sennrich, Rico",
booktitle = "{ICETAL 2010, 7th International Conference on Natural Language Processing, Reykjavik, Iceland}",
journal = "Lecture Notes in Computer Science",
pages = "215--225",
publisher = "Springer",
title = "{Anaphora Resolution with Real Preprocessing}",
url = "https://doi.org/10.1007/978-3-642-14770-8_25",
volume = "6233",
year = "2010"
}
Manfred Klenner; Angela Fahrni; Rico Sennrich (2010). Real Anaphora Resolution is HardLecture Notes in Computer Science, 6231, 109-116.In TSD 2010, 13th International Conference on Text, Speech and Dialogue, Brno, Czech Republic. pp. 109-116. [bib]X
@article{klenneranaphora2010,
author = "Klenner, Manfred and Fahrni, Angela and Sennrich, Rico",
booktitle = "{TSD 2010, 13th International Conference on Text, Speech and Dialogue, Brno, Czech Republic}",
journal = "Lecture Notes in Computer Science",
pages = "109--116",
publisher = "Springer",
title = "{Real Anaphora Resolution is Hard}",
url = "https://doi.org/10.1007/978-3-642-15760-8_15",
volume = "6231",
year = "2010"
}
Martin Volk; Torsten Marek; Rico Sennrich (2010). Reducing OCR errors by combining two OCR systemsIn ECAI 2010 Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities (LaTeCH 2010). Lisbon, Portugal, pp. 61-65. [bib]X
@inproceedings{volkocr2010,
address = "Lisbon, Portugal",
author = "Volk, Martin and Marek, Torsten and Sennrich, Rico",
booktitle = "{ECAI 2010 Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities (LaTeCH 2010)}",
pages = "61--65",
title = "{Reducing OCR errors by combining two OCR systems}",
url = "https://ilk.uvt.nl/LaTeCH2010/LPF/ws16.pdf#page=61",
year = "2010"
}
2009
Rico Sennrich; Gerold Schneider; Martin Volk; Martin Warin (2009). A New Hybrid Dependency Parser for GermanIn Proceedings of the German Society for Computational Linguistics and Language Technology 2009. Potsdam, Germany, pp. 115-124. [bib]X
@inproceedings{sennrich09,
address = "Potsdam, Germany",
author = "Sennrich, Rico and Schneider, Gerold and Volk, Martin and Warin, Martin",
booktitle = "{Proceedings of the German Society for Computational Linguistics and Language Technology 2009}",
isbn = "978-3-8233-6511-2",
pages = "115--124",
title = "{A New Hybrid Dependency Parser for German}",
url = "https://files.ifi.uzh.ch/cl/volk/papers/Sennrich_Schneider_Volk_Warin_Pro3Gres_GSCL.pdf",
year = "2009"
}
Phd Thesis
Rico Sennrich (2013). Domain Adaptation for Translation Models in Statistical Machine Translation University of Zurich, [bib]X
@phdthesis{sennrichphd,
author = "Sennrich, Rico",
school = "University of Zurich",
title = "{Domain Adaptation for Translation Models in Statistical Machine Translation}",
url = "http://www.zora.uzh.ch/88574/",
year = "2013"
}
