Need to get rid of this!

So, I've been trying to give the house some curb appeal but this hideous plant has invaded most of the small front yard and some of the parking lot. I know it comes from whatever my neighbor is growing but I don't want it! Can anyone tell me what it is and how to get rid of it?
need to get rid of this, gardening
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