SubmissionNumber#=%=#36 FinalPaperTitle#=%=#Extended Multimodal Hate Speech Event Detection During Russia-Ukraine Crisis - Shared Task at CASE 2024 ShortPaperTitle#=%=# NumberOfPages#=%=# CopyrightSigned#=%=# JobTitle#==# Organization#==# Abstract#==#Addressing the need for effective hate speech moderation in contemporary digital discourse, the Multimodal Hate Speech Event Detection Shared Task made its debut at CASE 2023, co-located with RANLP 2023. Building upon its success, an extended version of the shared task was organized at the CASE workshop in EACL 2024. Similar to the earlier iteration, in this shared task, participants address hate speech detection through two subtasks. Subtask A is a binary classification problem, assessing whether text-embedded images contain hate speech. Subtask B goes further, demanding the identification of hate speech targets, such as individuals, communities, and organizations within text-embedded images. Performance is evaluated using the macro F1-score metric in both subtasks. With a total of 73 registered participants, the shared task witnessed remarkable achievements, with the best F1-scores in Subtask A and Subtask B reaching 87.27% and 80.05%, respectively, surpassing the leaderboard of the previous CASE 2023 shared task. This paper provides a comprehensive overview of the performance of seven teams that submitted results for Subtask A and five teams for Subtask B. Author{1}{Firstname}#=%=#Surendrabikram Author{1}{Lastname}#=%=#Thapa Author{1}{Username}#=%=#therealthapa Author{1}{Email}#=%=#surenthapa5803@gmail.com Author{1}{Affiliation}#=%=#Virginia Tech Author{2}{Firstname}#=%=#Kritesh Author{2}{Lastname}#=%=#Rauniyar Author{2}{Username}#=%=#rauniyark11 Author{2}{Email}#=%=#rauniyark11@gmail.com Author{2}{Affiliation}#=%=#B. Tech in Computer Engineering, Delhi Technological University Author{3}{Firstname}#=%=#Farhan Author{3}{Lastname}#=%=#Jafri Author{3}{Username}#=%=#farhan_jafri Author{3}{Email}#=%=#farhanjafri88888@gmail.com Author{3}{Affiliation}#=%=#Electronics and Communication Engineering, Jamia Millia Islamia Author{4}{Firstname}#=%=#Hariram Author{4}{Lastname}#=%=#Veeramani Author{4}{Username}#=%=#hari_vm Author{4}{Email}#=%=#hariram@ucla.edu Author{4}{Affiliation}#=%=#UCLA Author{5}{Firstname}#=%=#Raghav Author{5}{Lastname}#=%=#Jain Author{5}{Username}#=%=#raghavjain Author{5}{Email}#=%=#raghavjain106@gmail.com Author{5}{Affiliation}#=%=#NLP Researcher Author{6}{Firstname}#=%=#Sandesh Author{6}{Lastname}#=%=#Jain Author{6}{Username}#=%=#sandesh_jain Author{6}{Email}#=%=#sandeshrjain@vt.edu Author{6}{Affiliation}#=%=#PhD Student Author{7}{Firstname}#=%=#Francielle Author{7}{Lastname}#=%=#Vargas Author{7}{Username}#=%=#francielleavargas Author{7}{Email}#=%=#francielleavargas@usp.br Author{7}{Affiliation}#=%=#University of São Paulo Author{8}{Firstname}#=%=#Ali Author{8}{Lastname}#=%=#Hürriyetoğlu Author{8}{Username}#=%=#hurrial Author{8}{Email}#=%=#ali.hurriyetoglu@dh.huc.knaw.nl Author{8}{Affiliation}#=%=#KNAW Author{9}{Firstname}#=%=#Usman Author{9}{Lastname}#=%=#Naseem Author{9}{Username}#=%=#usmann Author{9}{Email}#=%=#usman.naseem@sydney.edu.au Author{9}{Affiliation}#=%=#University of Sydney ========== èéáğö