LSTM vs. GRU vs. Bidirectional RNN for script generation

Understand

Scripts are an important part of any TV series.

• They narrate movements, actions and expressions of characters.
• In this paper, a case study is presented on how different sequence to sequence deep learning models perform in the task of generating new conversations between characters as well as new scenarios on the basis of a script (previous conversations).
• A comprehensive comparison between these models, namely, LSTM, GRU and Bidirectional RNN is presented.