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28K Intent Classification Dataset with Slot Filling Annotations for NLU Models

intent classification dataset
intent recognition dataset
nlu dataset
slot filling dataset
conversational ai dataset

This dataset contains 28,237 manually created and annotated user utterances. Each sentence is labeled with intent categories and includes slot labels with corresponding slot values for structured information extraction. The dataset covers multiple conversational domains, including music, weather, dates, schedules, smart home devices, and other daily user scenarios. The dataset is suitable for training and evaluating intent recognition models, slot filling systems, conversational AI applications, voice assistants, and dialogue understanding models.

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SpecificationsSpecifications
Content
intent-type single sentence annotation data
Label Content
Manually write sentences with corresponding intentions and make intent annotations
Storage Format
Excel
Language
Chinese
Data Size
28,237Sentences
Accuracy rate
95%
Sample Sample
  • 28K Intent Classification Dataset with Slot Filling Annotations for NLU Models
  • 28K Intent Classification Dataset with Slot Filling Annotations for NLU Models
  • 28K Intent Classification Dataset with Slot Filling Annotations for NLU Models
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