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What is Sarcasm Detection in Social Media Analysis about?

This document discusses sarcasm detection in social media as an imbalanced classification problem. It begins by introducing sarcasm and current approaches to sarcasm detection that treat it as a simple text classification task. However, these approaches do not use explicit sarcasm features and ignore the class imbalance between sarcastic and non-sarcastic samples found in real applications. The document then presents statistics showing the degree of class imbalance in various datasets for sarcasm detection.

Author

aiot8f

Language

EN