Sarcasm Detection: Achilles Heel of sentiment analysis
summary
Survey of challenges that make sarcasm hard for sentiment analysis and a detailed walkthrough of an end-to-end deep learning solution aimed at building more general sarcasm detectors (moving beyond dataset-specific hand-crafted features). Covers recent NLP advances applied to sarcasm detection, discusses model shortcomings and directions for future work.
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