Restrictive modifiers are words or phrases that provide essential information about a noun, helping to clarify or specify which particular noun is being referred to. They are crucial for the sentence's meaning because if they were removed, the overall sense would change or become unclear. These modifiers do not take commas and directly influence the interpretation of the sentence.