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Memotion 3: Dataset on Sentiment and Emotion Analysis of Codemixed Hindi-English Memes

17 March 2023
Shreyash Mishra
S. Suryavardan
Parth Patwa
Megha Chakraborty
Anku Rani
Aishwarya N. Reganti
Aman Chadha
Amitava Das
Amit P. Sheth
Manoj Kumar Chinnakotla
Asif Ekbal
Srijan Kumar
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Abstract

Memes are the new-age conveyance mechanism for humor on social media sites. Memes often include an image and some text. Memes can be used to promote disinformation or hatred, thus it is crucial to investigate in details. We introduce Memotion 3, a new dataset with 10,000 annotated memes. Unlike other prevalent datasets in the domain, including prior iterations of Memotion, Memotion 3 introduces Hindi-English Codemixed memes while prior works in the area were limited to only the English memes. We describe the Memotion task, the data collection and the dataset creation methodologies. We also provide a baseline for the task. The baseline code and dataset will be made available at https://github.com/Shreyashm16/Memotion-3.0

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