In the scope of this paper, a paradigm is a general modeling framework or a distinct set of methodologies to solve a class of tasks. For instance, sequence labeling is a mainstream paradigm for named ...

In my previous article for the Forbes Technology Council, I argued that the rise of large language models (LLMs) and deep learning would be a renaissance for natural language processing (NLP), and I ...