Token Embeddings and Sinusoidal Positional Encoding in Transformer Architectures
Token Embeddings Token embedding is the process of representing discrete units of text, such as words or subwords, as continuous high-dimensional vectors. Since neural networks perform mathematical operations on numerical data, raw text must be converted into a format that captures semantic relation...