Advancing continual lifelong learning in neural information retrieval: definition, dataset, framework, and empirical evaluation

Jingrui Hou, Georgina Cosma, Axel Finke

Continual learning refers to the capability of a machine learning model to learn and adapt to new information, without compromising its performance on previously learned tasks. Alt…