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  • SCAN Tasks for Evaluating Compositional Generalization

Example

Example of a SCAN Task: Translating Commands to Actions

An example of a task from the SCAN benchmark involves converting a natural language command into a specific sequence of actions. For instance, the command “jump opposite left and walk thrice” is correctly translated into the action sequence “LTURN LTURN JUMP WALK WALK WALK”.

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Updated 2025-10-09

Contributors are:

Gemini AI
Gemini AI
🏆 3

Who are from:

Google
Google
🏆 3

References


  • Reference of Foundations of Large Language Models Course

  • Reference of Foundations of Large Language Models Course

Tags

Ch.3 Prompting - Foundations of Large Language Models

Foundations of Large Language Models

Foundations of Large Language Models Course

Computing Sciences

Related
  • Example of a SCAN Task: Translating Commands to Actions

Learn After
  • A simple robot translates natural language commands into action sequences. For example, the command 'run thrice' translates to the sequence 'RUN RUN RUN', and the command 'turn opposite right' translates to 'RTURN RTURN'. Given these rules, what is the correct action sequence for the command 'walk twice and turn opposite left'?

  • Analyzing Command Translation Errors

  • A simple system translates natural language commands into action sequences. For example, the command 'walk thrice' translates to 'WALK WALK WALK', and 'jump opposite left' translates to 'LTURN LTURN JUMP'. Based on these patterns, match each command below to its correct action sequence.

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