Improve the LSTM Model

[MVenkata-Rathnam]

Currently, the LSTM model remembers 'k' features (words) at each time step. To improve the model

• Attention mechanism can be utilized to select only the attentive features (words) from the encoding.
• Modify the number of units in the LSTM cell and check if it improves the learning.
• Deepen the architecture to make the LSTM learn more complex features.

[piyushmishra12]

Noted!