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124 - Semantic Machines and Task-Oriented Dialog, with Jayant Krishnamurthy and Hao Fang

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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 Jayant Krishnamurthy and Hao Fang, researchers at Microsoft Semantic Machines to discuss their platform for building task-oriented dialog systems, and their recent TACL paper on the topic. The paper introduces a new formalism for task-oriented dialog to effectively handle references and revisions in complex dialog, and a large realistic dataset that uses this formalism. Leaderboard associated with the dataset: https://microsoft.github.io/task_oriented_dialogue_as_dataflow_synthesis/ Jayant's Twitter handle: https://twitter.com/jayantkrish Hao's Twitter handle: https://twitter.com/hfang90
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145 episoder

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Manage episode 289918808 series 1452120
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 Jayant Krishnamurthy and Hao Fang, researchers at Microsoft Semantic Machines to discuss their platform for building task-oriented dialog systems, and their recent TACL paper on the topic. The paper introduces a new formalism for task-oriented dialog to effectively handle references and revisions in complex dialog, and a large realistic dataset that uses this formalism. Leaderboard associated with the dataset: https://microsoft.github.io/task_oriented_dialogue_as_dataflow_synthesis/ Jayant's Twitter handle: https://twitter.com/jayantkrish Hao's Twitter handle: https://twitter.com/hfang90
  continue reading

145 episoder

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