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Detecting Sarcasm is Extremely Easy ;-)

2018-06-01WS 2018Unverified0· sign in to hype

Natalie Parde, Rodney Nielsen

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Abstract

Detecting sarcasm in text is a particularly challenging problem in computational semantics, and its solution may vary across different types of text. We analyze the performance of a domain-general sarcasm detection system on datasets from two very different domains: Twitter, and Amazon product reviews. We categorize the errors that we identify with each, and make recommendations for addressing these issues in NLP systems in the future.

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