Here's why:
* Compound words are formed by combining two or more words, often with a hyphen (e.g., soft-spoken, well-being) or sometimes without (e.g., armchair, goldfish).
* Soft chair is simply two separate words that describe a type of chair.
Think of it this way: "soft" is an adjective describing the chair, and "chair" is the noun.