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10/31/2022
Design Considerations For Hypothesis Rejection Modules In Spoken Language Understanding Systems
Spoken Language Understanding (SLU) systems typically consist of a set o...
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08/02/2022
AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model
In this work, we demonstrate that multilingual large-scale sequence-to-s...
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06/15/2022
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems
We present results from a large-scale experiment on pretraining encoders...
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06/20/2019
One-vs-All Models for Asynchronous Training: An Empirical Analysis
Any given classification problem can be modeled using multi-class or One...
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09/25/2018
A Re-ranker Scheme for Integrating Large Scale NLU models
Large scale Natural Language Understanding (NLU) systems are typically t...
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06/29/2018