Dataset development
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Teaching Alexa to follow conversations
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In order to engage customers in longer, more productive conversations, Alexa needs to solve the problem of reference resolution. If Alexa says, “‘Believer’ ...

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New Alexa Research on Task-Oriented Dialogue Systems
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Earlier this year, at Amazon’s re:MARS conference, Alexa head scientist Rohit Prasad unveiled Alexa Conversations, a new service that allows Alexa skill ...

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Turning Dialogue Tracking into a Reading Comprehension Problem
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During a conversation between a customer and a dialogue system like Alexa’s, the system must not only understand what the customer is saying currently but ...

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Amazon releases data set of annotated conversations to aid development of socialbots
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Today I am happy to announce the public release of the Topical Chat Dataset, a text-based collection of more than 235,000 utterances (over 4,700,000 words) ...

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Amazon Releases New Public Data Set to Help Address “Cocktail Party” Problem
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Amazon today announced the public release of a new data set that will help speech scientists address the difficult problem of separating speech signals in ...

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The FEVER data set: What doesn’t kill it will make it stronger
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This year at the Conference on Empirical Methods in Natural-Language Processing (EMNLP), we will cohost the Second Workshop on Fact Extraction and ...

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New dataset, metrics enable evaluation of bias in language models
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Language models, which encode the probabilities of particular sequences of words, have been much in the news lately for their almost uncanny ability to ...

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Amazon collaborates with Earth System Grid Federation to increase access to climate model dataset
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As the effects of climate change become more evident, climate models have become an increasingly essential tool for researchers seeking to predict how those ...

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New workshop, dataset will help promote safety in the skies
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We are excited to announce that Amazon Prime Air, in collaboration with Amazon Web Services (AWS), is hosting the First Workshop on Airborne Object Tracking ...

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Amazon, Berkeley release dataset of product images and metadata
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Researchers in Amazon’s Seller Partner Services organization, together with colleagues at the University of California, Berkeley, have publicly released ...

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