The goal of this task is to identify offensive language content of the code-mixed dataset of comments/posts in Dravidian Languages ( (Tamil-English and Malayalam-English)) collected from social media.
Our approach deployed BiLSTM and NaiveBayes and acquired F1 scores of 0.503 and 0.58 for Tamil and Malayalam respectively.
Link to shared task: https://dravidian-codemix.github.io/HASOC-2021/index.html
Link to paper: https://parth126.github.io/T3-11.pdf