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Improving Robustness of Retrieval Augmented Translation via Shuffling of Suggestions


Oct 11, 2022
Cuong Hoang, Devendra Sachan, Prashant Mathur, Brian Thompson, Marcello Federico

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Improving Retrieval Augmented Neural Machine Translation by Controlling Source and Fuzzy-Match Interactions


Oct 10, 2022
Cuong Hoang, Devendra Sachan, Prashant Mathur, Brian Thompson, Marcello Federico

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Automatic Evaluation and Analysis of Idioms in Neural Machine Translation


Oct 10, 2022
Christos Baziotis, Prashant Mathur, Eva Hasler

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Embarrassingly Easy Document-Level MT Metrics: How to Convert Any Pretrained Metric Into a Document-Level Metric


Sep 27, 2022
Giorgos Vernikos, Brian Thompson, Prashant Mathur, Marcello Federico

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Sockeye 3: Fast Neural Machine Translation with PyTorch


Jul 12, 2022
Felix Hieber, Michael Denkowski, Tobias Domhan, Barbara Darques Barros, Celina Dong Ye, Xing Niu, Cuong Hoang, Ke Tran, Benjamin Hsu, Maria Nadejde, Surafel Lakew, Prashant Mathur, Marcello Federico, Anna Currey

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Isometric MT: Neural Machine Translation for Automatic Dubbing


Dec 20, 2021
Surafel M. Lakew, Yogesh Virkar, Prashant Mathur, Marcello Federico

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* Submitted to IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022 

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Prosody-Aware Neural Machine Translation for Dubbing


Dec 16, 2021
Derek Tam, Surafel M. Lakew, Yogesh Virkar, Prashant Mathur, Marcello Federico

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* Submitted to IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022 

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Faithful Target Attribute Prediction in Neural Machine Translation


Sep 24, 2021
Xing Niu, Georgiana Dinu, Prashant Mathur, Anna Currey

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* Withdrawn from Findings of ACL 2021 

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Improving Gender Translation Accuracy with Filtered Self-Training


Apr 15, 2021
Prafulla Kumar Choubey, Anna Currey, Prashant Mathur, Georgiana Dinu

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Evaluating Robustness to Input Perturbations for Neural Machine Translation


May 01, 2020
Xing Niu, Prashant Mathur, Georgiana Dinu, Yaser Al-Onaizan

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* Accepted at ACL 2020 

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