Natural-language understanding (NLU)
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Amazon Research Awards issues spring 2021 call for proposals
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Next week, we will open the spring 2021 call for proposals for Amazon Research Awards (ARA) related to two research areas: Alexa Fairness in AI, and AWS ...

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Alexa: The science must go on
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COVID-19 has cost us precious lives and served a harsh reminder that so much more needs to be done to prepare for unforeseen events. In these difficult ...

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Improving the accuracy of privacy-preserving neural networks
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Differential privacy provides a way to quantify the privacy risks posed by aggregate statistics based on private data. One of its key ideas is that adding ...

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Amazon’s 36 ICASSP papers touch on everything audio
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The International Conference on Acoustics, Speech, and Signal Processing (ICASSP) starts next week, and as Alexa principal research scientist Ariya ...

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Automatically evaluating question-answering models
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As natural-language processing (NLP) has become more integral to our daily lives, the ability to accurately evaluate NLP models has grown in importance. ...

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Automated fact-checking using evidence from tables and text
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On November 10, at the fourth Fact Extraction and Verification workshop (FEVER), we will be announcing the winners of the third fact verification challenge ...

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How Amazon is using self-service to democratize AI
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In June, one of us (Prem) wrote a blog post for Amazon Science arguing that Alexa, and more generally, the field of AI, is entering a new “age of self” in ...

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Amazon launches new Alexa Prize SimBot Challenge
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Amazon today announced it is launching a new Alexa Prize SimBot Challenge, a competition focused on helping advance development of next-generation virtual ...

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Amazon’s 23 papers at EMNLP 2021
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Natural-language understanding and question answering are areas of focus, with additional topics ranging from self-learning to text summarization. Source ...

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Amazon releases dataset to help detect counterfactual phrases
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Product retrieval systems, like the one in the Amazon Store, often use the text of product reviews to improve the results of queries. But such systems can ...

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