Tag: nlp
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Holistic Evaluation of Language Models
Stanford researchers develop tools to help understand language models in their totality. As general-purpose models become more prevalent and important, there’s a growing need for tools to help developers select what models are appropriate for their…
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2021 NLP Survey Report
By Ben Lorica and Paco Nathan. Our 2021 NLP Industry Survey report is informed by several important contrasts: organizations with years of history deploying NLP applications in production compared to those which are exploring NLP, responses…
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NLP Survey Results: An Overview
The term “NLP”—or natural language processing—encompasses a wide range of business use cases that are mostly text based. Consider that people use text to record and transmit their communications in general, and, as such, it’s one…
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2020 NLP Survey Report
By Ben Lorica and Paco Nathan. Learn how Natural Language Processing (NLP) technologies are being used today—the 2020 NLP Survey Report includes a detailed analysis of NLP technologies being implemented by businesses, budgets, trends, widely used…
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An intuitive overview of recent advances in automated reading comprehension, Part II
Recent progress in automated conversational question answering, with natural sounding answers in the context of the flow of conversation. By David Talby. [Part I: Recent progress in automated question answering about facts in Wikipedia articles.] Part…
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An intuitive overview of recent advances in automated reading comprehension, Part I
Recent progress in automated question answering about facts in Wikipedia articles. By David Talby. NLP Summit: Join David Talby, Kira Radinsky, Amy Heineike, Clément Delangue, Joel Grus, Piero Molino, and many other speakers at the first…
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Using machine learning to improve dialog flow in conversational applications
[A version of this post appears on the O’Reilly Radar.] The O’Reilly Data Show Podcast: Alan Nichol on building a suite of open source tools for chatbot developers. In this episode of the Data Show, I…
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Building a natural language processing library for Apache Spark
[A version of this post appears on the O’Reilly Radar.] The O’Reilly Data Show Podcast: David Talby on a new NLP library for Spark, and why model development starts after a model gets deployed to production.…
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Language understanding remains one of AI’s grand challenges
[A version of this post appears on the O’Reilly Radar.] The O’Reilly Data Show Podcast: David Ferrucci on the evolution of AI systems for language understanding. Subscribe to the O’Reilly Data Show Podcast to explore the…
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Natural language analysis using Hierarchical Temporal Memory
[A version of this post appears on the O’Reilly Radar.] The O’Reilly Data Show Podcast: Francisco Webber on building HTM-based enterprise applications. Subscribe to the O’Reilly Data Show Podcast to explore the opportunities and techniques driving…