SubmissionNumber#=%=#58
FinalPaperTitle#=%=#Hidetsune at SemEval-2024 Task 4: An Application of Machine Learning to Multilingual Propagandistic Memes Identification Using Machine Translation
ShortPaperTitle#=%=#
NumberOfPages#=%=#4
CopyrightSigned#=%=#Hidetsune Takahashi
JobTitle#==#
Organization#==#
Abstract#==#In this system paper for SemEval-2024 Task
4 subtask 2b, I present my approach to identifying propagandistic memes in multiple languages. I firstly establish a baseline for English
and then implement the model into other languages (Bulgarian, North Macedonian and Arabic) by using machine translation. Data from
other subtasks (subtask 1, subtask 2a) are also
used in addition to data for this subtask, and
additional data from Kaggle are concatenated
to these in order to enhance the model. The
results show a high reliability of my English
baseline and a room for improvement of its
implementation.
Author{1}{Firstname}#=%=#Hidetsune
Author{1}{Lastname}#=%=#Takahashi
Author{1}{Username}#=%=#hidetsune
Author{1}{Email}#=%=#takahashi78h@toki.waseda.jp
Author{1}{Affiliation}#=%=#Waseda University

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