MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification

Iustin Sirbu, Robert-Adrian Popovici, Cornelia Caragea +2

We introduce MultiMatch, a novel semi-supervised learning (SSL) algorithm combining the paradigms of co-training and consistency regularization with pseudo-labeling. At its core, M…