Machine translation
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Amazon at ACL: Old standards and new forays
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The annual meeting of the Association for Computational Linguistics (ACL) is, according to Google Scholar’s rankings, the preeminent conference on ...

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How Alexa’s new Live Translation for conversations works
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Editor’s note: Alexa’s Live Translation feature will be discontinued on Oct. 31, 2023, but the innovations that enabled it have been adapted for deployment ...

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EMNLP: Mitigating bias and “getting closer to the user”
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In recent years, mitigating bias in machine learning models has become a major topic of research, and that’s as true in natural-language processing as in ...

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Adapting machine translation models to new genres
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Neural machine translation systems are often optimized to perform well for specific text genres or domains, such as newspaper articles, user manuals, or ...

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Amazon wins contest to control “formality” in machine translation
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In a recent shared task at the International Conference on Spoken Language Translation (IWSLT), titled Formality Control for Machine Translation, the ...

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SLT-Code: A new hackathon to promote language diversity in speech technology
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Nowadays, speech technology permeates our everyday life. From smart-home devices to in-car navigation systems to chatting with friends on the other side of ...

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Amazon adds Catalan to MASSIVE dataset
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Earlier this year, we released MASSIVE, a million-record natural-language-understanding (NLU) dataset composed of human-translated utterances spanning 51 ...

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Dataset helps evaluate gender bias in machine translation models
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In recent years, machine translation systems have become much more accurate and fluent. As their use expands, it has become increasingly important to ensure ...

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Controlling formality in machine translation
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Neural machine translation (NMT) systems typically return a single translation for each input text segment. This means that when the input segment is ...

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Auto Machine Translation and Synchronization for “Dive into Deep Learning”
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Dive into Deep Learning (D2L.ai) is an open-source textbook that makes deep learning accessible to everyone. It features interactive Jupyter notebooks with ...

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