Fixing Noisy Text

In this worksheet, students repair “noisy” sentences where words have scrambled, missing, or incorrect letters-similar to how LLMs learn to handle imperfect data. Learners identify what the intended word should be based on context clues. This activity builds editing skills, decoding ability, and demonstrates how AI models reconstruct corrupted text.
Curriculum Matched Skills

Decoding & Error Correction

Contextual Problem-Solving

Editing and Proofreading

Language Reconstruction

This worksheet is part of our How LLMs Work Worksheets collection.