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A Re-ranker Scheme for Integrating Large Scale NLU models.

2018 IEEE Spoken Language Technology Workshop (SLT), (2018)

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Abstract

Large scale Natural Language Understanding (NLU) systems are typically trained on large quantities of data, requiring a fast and scalable training strategy. A typical design for NLU systems consists of domain-level NLU modules (domain classifier, intent classifier and named entity recognizer). Hypotheses (NLU interpretations consisting of...More

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Author
Chengwei Su
Chengwei Su
Shankar Ananthakrishnan
Shankar Ananthakrishnan
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