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• W3021173516 abstract "Sentiment analysis as a field has come a long way since it was first introduced as a task nearly 20 years ago. It has widespread commercial applications in various domains like marketing, risk management, market research, and politics, to name a few. Given its saturation in specific subtasks -- such as sentiment polarity classification -- and datasets, there is an underlying perception that this field has reached its maturity. In this article, we discuss this perception by pointing out the shortcomings and under-explored, yet key aspects of this field that are necessary to attain true sentiment understanding. We analyze the significant leaps responsible for its current relevance. Further, we attempt to chart a possible course for this field that covers many overlooked and unanswered questions." @default.
• W3021173516 created "2020-05-13" @default.
• W3021173516 creator A5007003459 @default.
• W3021173516 creator A5033376109 @default.
• W3021173516 creator A5074760783 @default.
• W3021173516 creator A5082450455 @default.
• W3021173516 date "2020-05-01" @default.
• W3021173516 modified "2023-09-27" @default.
• W3021173516 title "Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research" @default.
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