120 - Evaluation Of Text Generation, With Asli Celikyilmaz NLP Highlights podcast

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120 - Evaluation of Text Generation, with Asli Celikyilmaz

4+ y ago 55:13

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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.

We invited Asli Celikyilmaz for this episode to talk about evaluation of text generation systems. We discussed the challenges in evaluating generated text, and covered human and automated metrics, with a discussion of recent developments in learning metrics. We also talked about some open research questions, including the difficulties in evaluating factual correctness of generated text. Asli Celikyilmaz is a Principal Researcher at Microsoft Research. Link to a survey co-authored by Asli on this topic: https://arxiv.org/abs/2006.14799

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145 episoder

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

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120 - Evaluation of Text Generation, with Asli Celikyilmaz

286 subscribers

published 4+ y 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.

We invited Asli Celikyilmaz for this episode to talk about evaluation of text generation systems. We discussed the challenges in evaluating generated text, and covered human and automated metrics, with a discussion of recent developments in learning metrics. We also talked about some open research questions, including the difficulties in evaluating factual correctness of generated text. Asli Celikyilmaz is a Principal Researcher at Microsoft Research. Link to a survey co-authored by Asli on this topic: https://arxiv.org/abs/2006.14799

… continue reading

145 episoder

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

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