基于BERT的对话意图和槽位联合识别模块 本仓库实现了一个基于BERT的意图(intent)和槽位(slots)联合预测模块。想法上与JoinBERT类似,利用 [CLS] token对应的last hidden state去预测整句话的intent,并利用句子tokens的last hidden states做序列标注,找出包含slot values的tokens。 你可以自定义自己的意图和槽位标签,并...
BERT-based intent and slots detector for chatbots. - bert-intent-slot-detector/datasets.py at master · Linear95/bert-intent-slot-detector
BERT-based intent and slots detector for chatbots. - bert-intent-slot-detector/models.py at master · Linear95/bert-intent-slot-detector
BERT-based intent and slots detector for chatbots. - bert-intent-slot-detector/tools.py at master · Linear95/bert-intent-slot-detector
BERT-based intent and slots detector for chatbots. - bert-intent-slot-detector/labeldict.py at master · Linear95/bert-intent-slot-detector
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你可以自定义自己的意图和槽位标签,并提供自己的数据,通过下述流程训练自己的模型,并在`JointIntentSlotDetector`类中加载训练好的模型直接进行意图和槽值预测。 本仓库实现了一个基于BERT的意图(intent)和槽位(slots)联合预测模块。想法上与[JoinBERT](https://arxiv.org/abs/1902.10909)类似,利用 `[CLS]` ...