BriefGPT.xyz
Mar, 2021
利用通用依存关系重新训练DistilBERT作为语音购物助手
Retraining DistilBERT for a Voice Shopping Assistant by Using Universal Dependencies
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Pratik Jayarao, Arpit Sharma
TL;DR
本文基于特定领域数据,对沃尔玛的语音购物助手重训练了经过精简的BERT语言模型,并注入了统一的句法依存关系来进一步提高模型性能,最终在四项下游任务中观察到了高达1.31%的平均性能提升。
Abstract
In this work, we retrained the distilled
bert
language model for Walmart's
voice shopping assistant
on
retail domain
-specific data. We als
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