SubmissionNumber#=%=#110 FinalPaperTitle#=%=#SSN_ARMM at SemEval-2024 Task 10: Emotion Detection in Multilingual Code-Mixed Conversations using LinearSVC and TF-IDF ShortPaperTitle#=%=# NumberOfPages#=%=#7 CopyrightSigned#=%=#Rohith Arumugam S JobTitle#==# Organization#==#SSN College of Engineering, SH 49A, Kalavakkam, Tamil Nadu 603110 Abstract#==#Our paper explores a task involving the analysis of emotions and triggers within dialogues. We annotate each utterance with an emotion and identify triggers, focusing on binary labeling. We emphasize clear guidelines for replicability and conduct thorough analyses, including multiple system runs and experiments to highlight effective techniques. By simplifying the complexities and detailing clear methodologies, our study contributes to advancing emotion analysis and trigger identification within dialogue systems. Author{1}{Firstname}#=%=#Rohith Arumugam Author{1}{Lastname}#=%=#S Author{1}{Username}#=%=#rohitharumugam Author{1}{Email}#=%=#rohitharumugam2210376@ssn.edu.in Author{1}{Affiliation}#=%=#Sri Sivasubramaniya Nadar College of Engineering Author{2}{Firstname}#=%=#Angel Deborah Author{2}{Lastname}#=%=#S Author{2}{Username}#=%=#angeldeborahsuseelan Author{2}{Email}#=%=#angeldeborahs@ssn.edu.in Author{2}{Affiliation}#=%=#SSN College of Engineering Author{3}{Firstname}#=%=#Rajalakshmi Author{3}{Lastname}#=%=#Sivanaiah Author{3}{Username}#=%=#rajalakshmis Author{3}{Email}#=%=#rajalakshmis@ssn.edu.in Author{3}{Affiliation}#=%=#Sri Sivasubramaniya Nadar College of Engineering Author{4}{Firstname}#=%=#Milton Author{4}{Lastname}#=%=#R S Author{4}{Email}#=%=#miltonrs@ssn.edu.in Author{4}{Affiliation}#=%=#Sri Sivasubramaniya Nadar College of Engineering Author{5}{Firstname}#=%=#Mirnalinee Author{5}{Lastname}#=%=#ThankaNadar Author{5}{Username}#=%=#mirna123 Author{5}{Email}#=%=#mirnalineett@ssn.edu.in Author{5}{Affiliation}#=%=#Sri Siva SubramaniayaNadar College of Engineering ========== èéáğö