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Klaviyo Data Science Podcast EP 27 | NLP Conversations at Scale

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Manage episode 340449896 series 3251385
内容由Klaviyo Data Science Team提供。所有播客内容(包括剧集、图形和播客描述)均由 Klaviyo Data Science Team 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

Welcome back to the Klaviyo Data Science podcast! This episode, we dive into…

Using NLP to communicate at scale

Last episode, we discussed the history and practice of natural language processing, or NLP. This month, we’re here to discuss an exciting and cutting-edge application: using NLP to help businesses converse with their customers at scale. See the power of NLP in action as we talk with NLP experts on the Conversation AI team at Klaviyo about:

  • How NLP enables a qualitative shift in how businesses communicate
  • What intent classification is and why it matters
  • Tips on tailoring NLP to a highly specific use case
“There’s a lot of ways to think about the term ‘intent’. One way is what is the customer saying, and you can assign some sort of value to that. But the real intent that we’re interested in is what response are they hoping to get.”
- David Lustig, Data Scientist

See the full show notes on Medium!

  continue reading

54集单集

Artwork
icon分享
 
Manage episode 340449896 series 3251385
内容由Klaviyo Data Science Team提供。所有播客内容(包括剧集、图形和播客描述)均由 Klaviyo Data Science Team 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

Welcome back to the Klaviyo Data Science podcast! This episode, we dive into…

Using NLP to communicate at scale

Last episode, we discussed the history and practice of natural language processing, or NLP. This month, we’re here to discuss an exciting and cutting-edge application: using NLP to help businesses converse with their customers at scale. See the power of NLP in action as we talk with NLP experts on the Conversation AI team at Klaviyo about:

  • How NLP enables a qualitative shift in how businesses communicate
  • What intent classification is and why it matters
  • Tips on tailoring NLP to a highly specific use case
“There’s a lot of ways to think about the term ‘intent’. One way is what is the customer saying, and you can assign some sort of value to that. But the real intent that we’re interested in is what response are they hoping to get.”
- David Lustig, Data Scientist

See the full show notes on Medium!

  continue reading

54集单集

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