Sequence-to-Sequence (Seq2Seq) models have revolutionised the field of natural language processing and machine translation. These models have the remarkable capability to handle both input and output ...

Grammatical error correction (GEC) is a key task in natural language processing (NLP), widely applied in education, news, and ...

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More In recent years, machine translation has improved immensely thanks to ...

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 ...