3 papers
Enhancing Multilingual Sentiment Analysis with Explainability for Sinhala, English, and Code-Mixed Content
Azmarah Rizvi, Navojith Thamindu, A. M. N. H. Adhikari +3
Sentiment analysis is crucial for brand reputation management in the banking sector, where customer feedback spans English, Sinhala, Singlish, and code-mixed text. Existing models…
Keyword Extraction, and Aspect Classification in Sinhala, English, and Code-Mixed Content
F. A. Rizvi, T. Navojith, A. M. N. H. Adhikari +3
Brand reputation in the banking sector is maintained through insightful analysis of customer opinion on code-mixed and multilingual content. Conventional NLP models misclassify or…
Identifying False Content and Hate Speech in Sinhala YouTube Videos by Analyzing the Audio
W. A. K. M. Wickramaarachchi, Sameeri Sathsara Subasinghe, K. K. Rashani Tharushika Wijerathna +3
YouTube faces a global crisis with the dissemination of false information and hate speech. To counter these issues, YouTube has implemented strict rules against uploading content t…