“Attention Is All You Need” is a landmark research paper authored by eight scientists led by Vaswani, and published in 2017. The paper is considered a turning point in the field of natural language processing, introducing the Transformer, a novel approach for processing sequences that uses attention mechanisms to understand long-range connections, achieving top results in machine translation tasks.
The Transformer was a breakthrough and has since become one of the most widely used architectures for language translation, language modeling, and question-answering. The Transformer’s impact extends beyond natural language processing to tasks like image generation and speech recognition.
Many online sources have been created over the years, aiming to simplify and elaborate on this paper. See, for example, a post on Medium, an H2o.ai wiki, a book on Amazon, and a YouTube video.
