Understanding Self-Attention and Multi-Head Attention in Neural Networks
With the rapid popularity of the Transformer model, Self-Attention and Multi-Head Attention have become core components in the field of Natural Language Processing (NLP).This article will analyze these two attention mechanisms from three aspects: brief introduction, workflow, and comparison. 1. Brief Introduction Self-Attention: Allows each element in the input sequence to focus on and weight … Read more