NLP, ChatGPT, Deep Learning, Artificial Intelligence, Data Science.
some tasks. Despite these challenges, attention mechanisms have revolutionized NLP and remain an active area of research. Recent innovations include multi-head attention, self-attention, and sparse attention. Transformers Transformers, introduced by Vaswani et al. in 2017, are a neural architecture