Instead of embedding having to represent the absolute position of a word, Transformer XL uses an embedding to encode the relative distance between the words. This embedding is used to compute the attention score between any 2 words that could be separated by n words before or after. Transformer architectures were supported from GPT onwards …
What is Natural Language Processing? An Introduction to NLP
NLP algorithms are ML-based algorithms or instructions that are used while processing natural languages. They are concerned with the development of protocols and models that enable a machine to interpret human languages. That is when natural language processing or NLP algorithms came into existence. It made computer programs capable of understanding different human languages, whether …