Deep Learning Techniques for Automation and Industrial Applications

5Sarcastic and Phony Contents Detection in Social Media Hindi Tweets

Surbhi Sharma^1,2* and Nisheeth Joshi¹

¹Banasthali Vidypith, Tonk, Rajasthan, India

²Manipal University Jaipur, Research Scholar, Banasthali Vidhyapeeth Niwai, Tonk, Rajasthan, India

Abstract

Sarcasm is a sardonic or bitter remark intended to express disrespect or ridicule. Sarcasm is used in the Hindi language from decay, and many Hindi idioms and proverbs use indirect sarcasm, which intentionally commenting someone like “” have the meaning “ ”. [Translation: “A king with partial vision in a kingdom of blind people”] Sentiment categorization is less difficult in comparison to sarcasm detection as we see in the above written idiom that it contains a negative sentiment, but the meaning of what the sentence represents is intended towards less educated people in this case, described that ‘in a group of foolish people, even the one with the meager amount of intelligence is considered the brainiest’. In the present scenario, people on social media platforms like Twitter, Facebook, and WhatsApp succeed in recognizing sarcasm despite interacting with strangers across the world. Sarcasm detection is a challenging task in ...