Towards Data Science, Neural Networks, Deep Learning, Machine Learning, Naturallanguageprocessing.
Networks (RNNs), to become state-of-the-art for NLP tasks. 1. Challenges with RNNs and how Transformer models can help overcome those challenges 1.1 RNN problem 1 — Suffers issues with long-range dependencies. RNNs do not work well with long text documents. Transformer Solution —Transformer