105 - Question Generation, With Sudha Rao NLP Highlights podcast

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105 - Question Generation, with Sudha Rao

5y ago 42:59

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Indhold leveret af NLP Highlights and Allen Institute for Artificial Intelligence. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af NLP Highlights and Allen Institute for Artificial Intelligence eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.

In this episode we invite Sudha Rao to talk about question generation. We talk about different settings where you might want to generate questions: for human testing scenarios (rare), for data augmentation (has been done a bunch for SQuAD-like tasks), for detecting missing information / asking clarification questions, for dialog uses, and others. After giving an overview of the general area, we talk about the specifics of some of Sudha's work, including her ACL 2018 best paper on ranking clarification questions using EVPI. We conclude with a discussion of evaluating question generation, which is a hard problem, and what the exciting open questions there are in this research area. Sudha's website: https://raosudha.weebly.com/

… continue reading

145 episoder

#Artificial Intelligence #Tech #Science #NLP Highlights #Allen Institute for Artificial Intelligence #Tell Us

Artwork

105 - Question Generation, with Sudha Rao

286 subscribers

published 5y ago

Del

MP3•Episode hjem

Indhold leveret af NLP Highlights and Allen Institute for Artificial Intelligence. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af NLP Highlights and Allen Institute for Artificial Intelligence eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.

In this episode we invite Sudha Rao to talk about question generation. We talk about different settings where you might want to generate questions: for human testing scenarios (rare), for data augmentation (has been done a bunch for SQuAD-like tasks), for detecting missing information / asking clarification questions, for dialog uses, and others. After giving an overview of the general area, we talk about the specifics of some of Sudha's work, including her ACL 2018 best paper on ranking clarification questions using EVPI. We conclude with a discussion of evaluating question generation, which is a hard problem, and what the exciting open questions there are in this research area. Sudha's website: https://raosudha.weebly.com/

… continue reading

145 episoder

#Artificial Intelligence #Tech #Science #NLP Highlights #Allen Institute for Artificial Intelligence #Tell Us

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