Is there an online application that automatically draws tree structures for phrases/sentences?

In short, yes. I assume you’re looking to parse English: for that you can use the Link Parser from Carnegie Mellon.

It is important to remember that there are many theories of syntax, that can give completely different-looking phrase structure trees; further, the trees are different for each language, and tools may not exist for those languages.

As a note for the future: if you need a sentence parsed out and tag it as linguistics (and syntax or whatnot, if that’s available), someone can probably parse it out for you and guide you through it.

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