Response Generation

If you want to train a machine learning model to generate a response for a chatbot or other conversational AI use case, use this template to provide a section of dialogue and type a response to create a training dataset.

Interactive Template Preview

Labeling Configuration

<View>  
  <Paragraphs name="chat" value="$dialogue" layout="dialogue" />
  <Header value="Provide response" />
  <TextArea name="response" toName="chat" rows="4" editable="true" maxSubmissions="1" />
</View>

About the labeling configuration

All labeling configurations must be wrapped in View tags.

Use the Paragraphs object tag to display dialogue to annotators:

<Paragraphs name="chat" value="$dialogue" layout="dialogue" />

You can add a header to provide instructions to the annotator:

<Header value="Provide response" />

Use the TextArea control tag to provide a spot for annotators to provide a response to the sample of chat dialogue:

<TextArea name="response" toName="chat" rows="4" editable="true" maxSubmissions="1" />

The editable="true" parameter allows annotators to edit their response, but maxSubmissions="1" ensures that annotators provide only one response.

Related tags

• Paragraphs
• Header
• TextArea

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