Why is a long short-term memory (LSTM) network used to overcome the limitation of proximity-based predictions in language prediction tasks?
Saturday, 05 August 2023
by EITCA Academy
A long short-term memory (LSTM) network is used to overcome the limitation of proximity-based predictions in language prediction tasks due to its ability to capture long-range dependencies in sequences. In language prediction tasks, such as next word prediction or text generation, it is crucial to consider the context of the words or characters in a