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---
title: Response Selection
type: templates
category: Conversational AI
cat: conversational-ai
order: 805
meta_title: Response Selection Data Labeling Template

meta_description: Template for selecting relevant responses for conversational AI use cases with Label Studio for your machine learning and data science projects.

If you want to refine the best response for a conversational AI use case, you can provide already-generated responses to annotators and have them choose the best one.

Use this template to provide a section of dialogue and three text responses to the dialogue. Annotators then select the choice that corresponds with the best-fitting text response.

Interactive Template Preview

Labeling Configuration

<View>  
  <Paragraphs name="prg" value="$dialogue" layout="dialogue" />
  <Header value="Choose a response" />
  <View style="display: flex">
    <View>
    <Text name="resp1" value="$respone" />
    <Text name="resp2" value="$resptwo" />
    <Text name="resp3" value="$respthree" />
    </View>
    <View style="padding: 50px;">
    <Choices name="resp" toName="prg" required="true">
      <Choice value="One" />
      <Choice value="Two" />
  	  <Choice value="Three" />
    </Choices>
    </View>
  </View>
</View>

About the labeling configuration

All labeling configurations must be wrapped in View tags.

Use the Paragraphs object tag to display dialogue to annotators:
xml <Paragraphs name="prg" value="$dialogue" layout="dialogue" />

You can add a header to provide instructions to the annotator:
xml <Header value="Choose a response" />

Use a new View tag to control the dsiplay of text and choices on the labeling interface:
xml <View style="display: flex">

Use the Text object tag to display 3 different text samples, specified with variables in the value parameter:
xml <View> <Text name="resp1" value="$respone" /> <Text name="resp2" value="$resptwo" /> <Text name="resp3" value="$respthree" /> </View>

Style the View tag that wraps the choices to make sure there is space between the text samples and the corresponding choices:
xml <View style="padding: 50px;"> <Choices name="resp" toName="prg" required="true"> <Choice value="One" /> <Choice value="Two" /> <Choice value="Three" /> </Choices> </View>
Use the Choices control tag to allow annotators to choose which text sample is the best response to the dialogue.

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