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Sparse Attention with Linear Units


Apr 14, 2021
Biao Zhang, Ivan Titov, Rico Sennrich


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On Biasing Transformer Attention Towards Monotonicity


Apr 08, 2021
Annette Rios, Chantal Amrhein, Noëmi Aepli, Rico Sennrich

* To be published in: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2021) 

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The Impact of Text Presentation on Translator Performance


Nov 11, 2020
Samuel Läubli, Patrick Simianer, Joern Wuebker, Geza Kovacs, Rico Sennrich, Spence Green

* Accepted for publication in Target 

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Understanding Pure Character-Based Neural Machine Translation: The Case of Translating Finnish into English


Nov 06, 2020
Gongbo Tang, Rico Sennrich, Joakim Nivre

* accepted by COLING 2020, camera-ready version 

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Detecting Word Sense Disambiguation Biases in Machine Translation for Model-Agnostic Adversarial Attacks


Nov 03, 2020
Denis Emelin, Ivan Titov, Rico Sennrich

* Accepted to EMNLP 2020 

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Subword Segmentation and a Single Bridge Language Affect Zero-Shot Neural Machine Translation


Nov 03, 2020
Annette Rios, Mathias Müller, Rico Sennrich

* Accepted at WMT 2020 

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Fast Interleaved Bidirectional Sequence Generation


Oct 27, 2020
Biao Zhang, Ivan Titov, Rico Sennrich

* WMT2020, source code is at https://github.com/bzhangGo/zero/tree/master/docs/interleaved_bidirectional_transformer 

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Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation


Oct 21, 2020
Elena Voita, Rico Sennrich, Ivan Titov


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Adaptive Feature Selection for End-to-End Speech Translation


Oct 20, 2020
Biao Zhang, Ivan Titov, Barry Haddow, Rico Sennrich

* EMNLP2020 Findings; source code is at https://github.com/bzhangGo/zero 

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On Romanization for Model Transfer Between Scripts in Neural Machine Translation


Sep 30, 2020
Chantal Amrhein, Rico Sennrich

* accepted at Findings of EMNLP 2020 

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On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation


May 07, 2020
Chaojun Wang, Rico Sennrich

* ACL 2020 

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Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation


Apr 24, 2020
Biao Zhang, Philip Williams, Ivan Titov, Rico Sennrich

* ACL2020 

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On Sparsifying Encoder Outputs in Sequence-to-Sequence Models


Apr 24, 2020
Biao Zhang, Ivan Titov, Rico Sennrich


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A Set of Recommendations for Assessing Human-Machine Parity in Language Translation


Apr 03, 2020
Samuel Läubli, Sheila Castilho, Graham Neubig, Rico Sennrich, Qinlan Shen, Antonio Toral

* Journal of Artificial Intelligence Research 67 (2020) 653-672 

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X-Stance: A Multilingual Multi-Target Dataset for Stance Detection


Mar 18, 2020
Jannis Vamvas, Rico Sennrich

* Data and code are available at https://github.com/ZurichNLP/xstance 

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Domain Robustness in Neural Machine Translation


Nov 08, 2019
Mathias Müller, Annette Rios, Rico Sennrich

* V1 

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Domain, Translationese and Noise in Synthetic Data for Neural Machine Translation


Nov 06, 2019
Nikolay Bogoychev, Rico Sennrich


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Root Mean Square Layer Normalization


Oct 16, 2019
Biao Zhang, Rico Sennrich

* NeurIPS 2019 

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Context-Aware Monolingual Repair for Neural Machine Translation


Oct 15, 2019
Elena Voita, Rico Sennrich, Ivan Titov

* EMNLP 2019 (camera-ready) 

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The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives


Sep 03, 2019
Elena Voita, Rico Sennrich, Ivan Titov

* EMNLP 2019 (camera-ready) 

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Encoders Help You Disambiguate Word Senses in Neural Machine Translation


Aug 30, 2019
Gongbo Tang, Rico Sennrich, Joakim Nivre

* Accepted by EMNLP 2019, camera-ready version 

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Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention


Aug 29, 2019
Biao Zhang, Ivan Titov, Rico Sennrich

* EMNLP2019 

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Understanding Neural Machine Translation by Simplification: The Case of Encoder-free Models


Jul 18, 2019
Gongbo Tang, Rico Sennrich, Joakim Nivre

* Accepted by RANLP 2019, camera ready version 

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Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts


Jun 28, 2019
Denis Emelin, Ivan Titov, Rico Sennrich

* Accepted submission to WMT 2019 

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Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned


Jun 07, 2019
Elena Voita, David Talbot, Fedor Moiseev, Rico Sennrich, Ivan Titov

* ACL 2019 (camera-ready) 

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A Lightweight Recurrent Network for Sequence Modeling


May 30, 2019
Biao Zhang, Rico Sennrich

* ACL 2019, long paper 

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Revisiting Low-Resource Neural Machine Translation: A Case Study


May 28, 2019
Rico Sennrich, Biao Zhang

* to appear at ACL 2019 

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