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09/21/2021
Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents
Document-level neural machine translation (DocNMT) delivers coherent tra...
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10/21/2020
Sentence Boundary Augmentation For Neural Machine Translation Robustness
Neural Machine Translation (NMT) models have demonstrated strong state o...
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07/03/2020
Language-agnostic BERT Sentence Embedding
We adapt multilingual BERT to produce language-agnostic sentence embeddi...
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05/11/2020
Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation
Over the last few years two promising research directions in low-resourc...
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04/07/2020
Re-translation versus Streaming for Simultaneous Translation
There has been great progress in improving streaming machine translation...
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02/17/2020
Controlling Computation versus Quality for Neural Sequence Models
Most neural networks utilize the same amount of compute for every exampl...
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12/06/2019
Re-Translation Strategies For Long Form, Simultaneous, Spoken Language Translation
We investigate the problem of simultaneous machine translation of long-f...
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09/18/2019
Simple, Scalable Adaptation for Neural Machine Translation
Fine-tuning pre-trained Neural Machine Translation (NMT) models is the d...
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09/05/2019
Investigating Multilingual NMT Representations at Scale
Multilingual Neural Machine Translation (NMT) models have yielded large ...
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09/01/2019
Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation
The recently proposed massively multilingual neural machine translation ...
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08/31/2019
Small and Practical BERT Models for Sequence Labeling
We propose a practical scheme to train a single multilingual sequence la...
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07/11/2019
Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges
We introduce our efforts towards building a universal neural machine tra...
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06/12/2019
Monotonic Infinite Lookback Attention for Simultaneous Machine Translation
Simultaneous machine translation begins to translate each source sentenc...
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03/17/2019
The Missing Ingredient in Zero-Shot Neural Machine Translation
Multilingual Neural Machine Translation (NMT) models are capable of tran...
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03/31/2016