Fig 1.
Flow chart of the proposed model.
Fig 2.
MELD dataset distribution.
Table 1.
MELD dataset format [17].
Fig 3.
ISEAR dataset distribution.
Fig 4.
We feel fine dataset distribution.
Table 2.
Example for stemming.
Fig 5.
Dataset distribution after balancing.
Fig 6.
LSTM architecture [20].
Fig 7.
MLM BERT [22].
Fig 8.
Next sentence prediction BERT [22].
Fig 9.
Encoder-decoder architecture.
Fig 10.
Encoder decoder attention architecture [23].
Fig 11.
LSTM Acc/Loss vs epoch plot.
Fig 12.
BERT accuracy vs epoch plot.
Fig 13.
BERT prediction.
Fig 14.
Encoder decoder accuracy vs epoch plot.
Fig 15.
Encoder decoder prediction.
Fig 16.
Encoder decoder attention Acc/Loss vs epochs plot.
Fig 17.
Encoder decoder attention prediction.
Table 3.
Performance comparison of various models.
Table 4.
Comparison of various algorithms on various dataset.