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Automatic sarcasm detection using feature selection

机译:使用特征选择自动进行讽刺检测

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摘要

Sarcasm is an expression of humor, mockery or criticism with the help of ironic remarks that seems positive. Sarcasm detection in sentiment analysis is essential for understanding the emotions and thoughts of the people. Automatic sarcasm detection refers to the detection of sarcasm in the text written in natural language. Various natural language processing techniques carry out this purpose. Recognition of Sarcasm is of extraordinary significance and is valuable to numerous NLP applications such as Opinion Mining and multiple advertisings. Sarcasm detection is a complex task, because of the challenges involved in determining the nature of the sarcasm bearing text. Automatic sarcasm detection is thus, one of the hardest challenges in Sentiment Analysis, including complex linguistic analyzing and machine learning methods. This paper focuses on various sarcasm analyzing techniques employed for filtering of sarcastic statements from a text and the use of Automatic sarcasm detection in the categorization of tweets and product review texts.
机译:讽刺是幽默,嘲讽或批评的表达,带有讽刺意味的是,这似乎是积极的。情绪分析中的讽刺检测对于理解人们的情感和思想至关重要。自动讽刺检测是指以自然语言编写的文本中的讽刺检测。各种自然语言处理技术可以实现此目的。对Sarcasm的识别具有非凡的意义,并且对于诸如Opinion Mining和多个广告之类的许多NLP应用程序都非常有价值。讽刺检测是一项复杂的任务,因为要确定带有讽刺文本的文字所涉及的挑战。因此,自动讽刺检测是情感分析中最困难的挑战之一,其中包括复杂的语言分析和机器学习方法。本文着重于各种讽刺分析技术,这些技术可用于过滤文本中的讽刺性陈述,并在推文和产品评论文本的分类中使用自动讽刺检测。

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