BPE Dropout: Stochastic subword segmentation. Applies dropout to merges during tokenization. Improves model robustness and generalization.

Word Piece Tokenization: Subword segmentation for NLP. Builds vocab from frequent subwords & handles rare words

Explore the evolution of Masked Language Modeling: from BERT to XLNet, uncover how to choose the right technique for your NLP tasks.