What limitation do RNNs have when it comes to predicting text in longer sentences?
Saturday, 05 August 2023
by EITCA Academy
Recurrent Neural Networks (RNNs) have proven to be effective in many natural language processing tasks, including text prediction. However, they do have limitations when it comes to predicting text in longer sentences. These limitations arise from the nature of RNNs and the challenges they face in capturing long-term dependencies. One limitation of RNNs is the
- Published in Artificial Intelligence, EITC/AI/TFF TensorFlow Fundamentals, Natural Language Processing with TensorFlow, ML with recurrent neural networks, Examination review
Tagged under:
Artificial Intelligence, GRU, Long-term Dependencies, LSTM, RNNs, Text Prediction, Vanishing Gradient Problem