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If your definition of Compiler is broad enough, there's no difference.

That doesn't even require a broad definition. From Aho, Sethi, and Ullman: "a compiler is a program that reads a program written in one language - the source language - and translates it into an equivalent program in another language - the target language."

Except that if you interpret that literally, pretty much any program is a compiler. I can translate a text file in the "ASCII language" to the "UTF-8 language" with Notepad++, for instance.

I don't remember my models of computation class so well, but wouldn't ASCII and UTF-8 be alphabets, not languages?

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