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 ...

Forbes contributors publish independent expert analyses and insights. Making wealth creation easy, accessible and transparent. Natural language processing (NLP) is a subset of artificial intelligence ...

The field of adversarial attacks in natural language processing (NLP) concerns the deliberate introduction of subtle perturbations into textual inputs with the aim of misleading deep learning models, ...

In the first half of this course, we will explore the evolution of deep neural network language models, starting with n-gram models and proceeding through feed-forward neural networks, recurrent ...

Start working toward program admission and requirements right away. Work you complete in the non-credit experience will transfer to the for-credit experience when you ...

In recent years, Know Your Customer (KYC) processes have become increasingly critical for financial institutions and other regulated entities to mitigate risks associated with money laundering, fraud, ...