Transfer learning
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Cross-lingual transfer learning for multilingual voice agents
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For voice agents like Alexa, expanding into a new language has traditionally meant training a new natural-language-understanding model from scratch, an ...

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English-language Alexa voice learns to speak Spanish
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In 2019, Alexa launched multilingual mode for US English and US Spanish, which lets customers address Alexa in either language and receive responses in that ...

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Question answering as a “lingua franca” for transfer learning
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Few-shot learning is a technique in which we attempt to learn a general machine learning model for a set of related tasks and then customize it to new tasks ...

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Amazon at SIGIR: Toward more-inclusive AI
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The annual meeting of the ACM Special Interest Group on Information Retrieval (SIGIR) begins next week, and Barbara Poblete, an Amazon Visiting Academic and ...

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How Alexa learned Arabic
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The Arabic version of Alexa launched in December 2021, in the Kingdom of Saudi Arabia and the United Arab Emirates, and like all new Alexa languages, it ...

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