SubmissionNumber#=%=#86
FinalPaperTitle#=%=#SSN_Semeval10 at SemEval-2024 Task 10: Emotion Discovery and Reasoning its Flip in Conversations
ShortPaperTitle#=%=#
NumberOfPages#=%=#5
CopyrightSigned#=%=#Antony Rajesh A
JobTitle#==#
Organization#==#Sri Sivasubramaniya Nadar College of Engineering
Chennai, Tamilnadu, INDIA
Abstract#==#This paper presents a transformer-based model for recognizing emotions in Hindi-English code-mixed conversations, adhering to the SemEval task constraints. Leveraging BERT-based transformers, we fine-tune pre-trained models on the dataset, incorporating tokenization and attention mechanisms. Our approach achieves competitive performance (weighted F1-score of 0.4), showcasing the effectiveness of BERT in nuanced emotion analysis tasks within code-mixed conversational contexts.
Author{1}{Firstname}#=%=#Antony A.
Author{1}{Lastname}#=%=#Rajesh
Author{1}{Username}#=%=#antony_rajesh
Author{1}{Email}#=%=#antony2010532@ssn.edu.in
Author{1}{Affiliation}#=%=#SSN College of Engineering, Affiliated to anna university
Author{2}{Firstname}#=%=#Supriya Abirami
Author{2}{Lastname}#=%=#A
Author{2}{Username}#=%=#abi2002
Author{2}{Email}#=%=#supriyaabirami2010354@ssn.edu.in
Author{2}{Affiliation}#=%=#SSN College Of Engineering
Author{3}{Firstname}#=%=#Aravindan
Author{3}{Lastname}#=%=#Chandrabose
Author{3}{Username}#=%=#aravindanc
Author{3}{Email}#=%=#aravindanc@ssn.edu.in
Author{3}{Affiliation}#=%=#Sri Sivasubramaniya Nadar College of Engineering
Author{4}{Firstname}#=%=#Senthil Kumar
Author{4}{Lastname}#=%=#B
Author{4}{Username}#=%=#bsenthilkumar
Author{4}{Email}#=%=#senthil@ssn.edu.in
Author{4}{Affiliation}#=%=#Sri Sivasubramaniya Nadar College of Engineering

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