Commercialization of large language models

NLP has reached the'image net' moment. This means there is an increasing ability to crack complex language problems with the newer language models. The availability of large open source pre-trained language models combined with transfer learning techniques has made it possible for users to solve complex problems with ease. This includes language translation, text classification, question answering, language understanding, and language generation. The advancement in NLP technology has fuelled a so-called war to build the next bigger, better language model that can beat competition by its sheer size and complexity of tasks that can be performed.