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Open source code for ICASSP 2021 Paper “Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding”

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1053399472/MLWA-Chinese-SLU-baseline

 
 

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本仓库基于原论文作者的代码进行修改,主要改动在于将F1值计算由逐词变为SPAN.利用该模型在重新划分好的SMP数据集进行了训练。相关模型已经保存在save目录下,训练的参数同原作者保持一致。

相关结果如下:

detasets Slot(F1) Intent(Acc) Overall(Acc)
CAIS 88.57 94.66 85.47
SMP2019 73.60 93.70 70.00
SMP2020 84.32 96.34 80.76

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Open source code for ICASSP 2021 Paper “Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding”

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  • Python 98.3%
  • Shell 1.7%