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Apr, 2024
大型语言模型在扩展口语理解系统到新语言方面的应用
Large Language Models for Expansion of Spoken Language Understanding Systems to New Languages
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Jakub Hoscilowicz, Pawel Pawlowski, Marcin Skorupa, Marcin Sowański, Artur Janicki
TL;DR
介绍了一种使用大型语言模型进行机器翻译的流水线,用于扩展语音助手系统的口语理解模型,提高了多语言场景和设备本地场景下的整体准确率。
Abstract
spoken language understanding
(SLU) models are a core component of voice assistants (VA), such as Alexa, Bixby, and Google Assistant. In this paper, we introduce a pipeline designed to extend
slu systems
to new l
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