Offensive language identification in dravidian languages using MPNet and CNN

Bharathi Raja Chakravarthi, Manoj Balaji Jagadeeshan, Vasanth Palanikumar, Ruba Priyadharshini

Abstract: Highlights•A thorough review of the techniques, algorithms, datasets, and tasks for offensive language detection in Dravidian languages.•Novel MPNet and CNN fusion technique for offensive language detection in low-resource Dravidian languages.•An extensive evaluation of benchmark datasets with positive results.