Blogs
The Problem Chain That Led to Transformers
Deep Learning Transformers NLP AI
A deep dive into the sequence of problems and limitations in earlier architectures. RNNs, LSTMs, attention that collectively motivated the design of the Transformer. Traces the intellectual journey that shaped modern NLP.