  This paper describes the system architectures and the models submitted by our
team "IISERBBrains" to SemEval 2022 Task 6 competition. We contested for all
three sub-tasks floated for the English dataset. On the leader-board, wegot19th
rank out of43 teams for sub-taskA, the 8th rank out of22 teams for sub-task
B,and13th rank out of 16 teams for sub-taskC. Apart from the submitted results
and models, we also report the other models and results that we obtained
through our experiments after organizers published the gold labels of their
evaluation data
