Turn Track Changes on and off by going to Review > Track Changes.
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When it's turned on, deletions are marked with a strikethrough (All Markup above), and additions are marked with an underline. Different authors' changes are indicated with different colors.
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When it's turned off, Word stops marking changes, but the colored underlines and strikethrough are still in the document.