Association for Computational Linguistics (ACL)
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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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Adversarial training improves product discovery
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Deep learning has been highly successful for natural-language-processing tasks, like interpreting commands on Alexa. But it’s been less successful for ...

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Amazon Scholar Kathleen McKeown takes stock of natural-language processing: where we are, and where we’re going
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Kathleen McKeown is the Henry and Gertrude Rothschild professor of computer science at Columbia University, and the founding director of the school’s Data ...

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Using unlabeled data to improve sequence labeling
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Virtual adversarial training (VAT) is a way to improve machine learning systems by creating difficult-to-classify training examples through the addition of ...

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Rewriting the past: Assessing the field through the lens of language generation
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Disrupting the way Amazon fulfills our customers’ orders. Amazon operations is changing the way we ...

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Can computational linguists find a home in the technology industry?
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Editor’s Note: Christos Christodoulopoulos is a senior applied scientist within the Alexa Knowledge team based in Cambridge, UK. His research focuses on ...

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Seokhwan Kim and Alexandros Papangelis elected to the board of members for SIGDIAL
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Amazon senior applied scientists Seokhwan Kim and Alexandros Papangelis have been elected to the SIGDIAL board of members. SIGDIAL, or the Special Interest ...

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Amazon at ACL: How to teach machines to reason
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As a senior area chair at this year’s meeting of the Association for Computational Linguistics (ACL), Dan Roth, who recently joined Amazon Web Services’ AI ...

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Ensuring that new language-processing models don’t backslide
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The models behind machine learning (ML) services are continuously being updated, and the new models are usually more accurate than the old ones. But an ...

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Using natural language processing to understand and identify risks
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One of the things that drives Muthu Kumar Chandrasekaran’s interest in science is its potential to benefit society.While pursuing his PhD at the National ...

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