SubmissionNumber#=%=#156 FinalPaperTitle#=%=#RACAI at SemEval-2024 Task 10: Combining algorithms for code-mixed Emotion Recognition in Conversation ShortPaperTitle#=%=# NumberOfPages#=%=#6 CopyrightSigned#=%=#Sara Niță JobTitle#==# Organization#==#Research Institute for Artificial Intelligence "Mihai Drăgănescu", Romanian Academy, Bucharest, Romania Abstract#==#Code-mixed emotion recognition constitutes a challenge for NLP research due to the text's deviation from the traditional grammatical structure of the original languages. This paper describes the system submitted by the RACAI Team for the SemEval 2024 Task 10 - EDiReF subtasks 1: Emotion Recognition in Conversation (ERC) in Hindi-English code-mixed conversations. We propose a system that combines a transformer-based model with two simple neural networks. Author{1}{Firstname}#=%=#Sara M. Author{1}{Lastname}#=%=#Niță Author{1}{Username}#=%=#sanita9 Author{1}{Email}#=%=#saramaria.nita9@gmail.com Author{1}{Affiliation}#=%=#Research Institute for Artificial Intelligence, Romanian Academy Author{2}{Firstname}#=%=#Vasile Author{2}{Lastname}#=%=#Păiș Author{2}{Username}#=%=#pvf Author{2}{Email}#=%=#vasile@racai.ro Author{2}{Affiliation}#=%=#Research Institute for Artificial Intelligence, Romanian Academy ========== èéáğö