Probably not, because the approach taken in the paper is identifying a small set of patterns that are present in sarcasm, not fully understanding the meaning an

Probably not, because the approach taken in the paper is identifying a small set of patterns that are present in sarcasm, not fully understanding the meaning and context of why the sentence is sarcastic. It's a useful tool with pragmatic applications in online discourse analysis, but not a solved problem.