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cybo's Introduction

Cybo

Cybo 是一款基于 TensorFlow 2.0 的轻量级自然语言处理(NLP)工具包,目标是快速实现 NLP 任务以及构建复杂模型。

Cybo 提供多种神经网络组件以及复现模型 - 涵盖文本分类、命名实体识别(NER)、语意理解-意图槽位联合模型(SLU)

模型支持

文本分类

name Description demos
TextCNN
transformer
BertForSequenceClassification

NER (命名实体识别)

name Description demos
BiLSTM+CRF
BertForTokenClassification

SLU (意图槽位联合模型)

name Description tutorials
SlotGated slot_gated
SF-ID SF-ID
StackPropagationSLU
BertSLU

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