SubmissionNumber#=%=#57 FinalPaperTitle#=%=#CLTeam1 at SemEval-2024 Task 10: Large Language Model based ensemble for Emotion Detection in Hinglish ShortPaperTitle#=%=# NumberOfPages#=%=#5 CopyrightSigned#=%=#Ishaan Shukla JobTitle#==# Organization#==#Pune Institute of Computer Technology, Sr. No 27, Pune-Satara Road, Dhankawadi, Pune, Maharashtra 411043 Abstract#==#This paper outlines our approach for the ERC subtask of the SemEval 2024 EdiREF Shared Task. In this sub-task, an emotion had to be assigned to an utterance which was the part of a dialogue. The utterance had to be classified into one of the following classes- disgust, contempt, anger, neutral, joy, sadness, fear, surprise. Our proposed system makes use of an ensemble of language specific RoBERTA and BERT models to tackle the problem. A weighted F1-score of 44% was achieved by our system in this task. We conducted comprehensive ablations and suggested directions of future work. Our codebase is available publicly. Author{1}{Firstname}#=%=#Ankit Author{1}{Lastname}#=%=#Vaidya Author{1}{Username}#=%=#ankit_vaidya Author{1}{Email}#=%=#ankitvaidya1905@gmail.com Author{1}{Affiliation}#=%=#Pune Institute of Computer Technology Author{2}{Firstname}#=%=#Aditya Author{2}{Lastname}#=%=#Gokhale Author{2}{Username}#=%=#adi_ngokhale Author{2}{Email}#=%=#adityangokhale@gmail.com Author{2}{Affiliation}#=%=#Pune Institute of Computer Technology Author{3}{Firstname}#=%=#Arnav Author{3}{Lastname}#=%=#Desai Author{3}{Username}#=%=#arnavdesai235 Author{3}{Email}#=%=#arnavdesai235@gmail.com Author{3}{Affiliation}#=%=#Pune Institute of Computer Technology Author{4}{Firstname}#=%=#Ishaan Author{4}{Lastname}#=%=#Shukla Author{4}{Username}#=%=#ishaanshukla10 Author{4}{Email}#=%=#ishaanshukla10@gmail.com Author{4}{Affiliation}#=%=#Pune Institute of Computer Technology Author{5}{Firstname}#=%=#Sheetal Author{5}{Lastname}#=%=#Sonawane Author{5}{Username}#=%=#sheetal_sonawane Author{5}{Email}#=%=#sssonawane@pict.edu Author{5}{Affiliation}#=%=#Associate professor ========== èéáğö