xlnet
XLNet implements a novel generalized permutation language modeling for advanced unsupervised language representation learning. Utilizing Transformer-XL, XLNet effectively handles long-context language tasks, achieving top-tier results in areas like question answering, sentiment analysis, and document ranking. Displaying enhanced performance over BERT on numerous benchmarks, XLNet is a robust choice for text classification and reading comprehension tasks. Available pre-trained models and flexible fine-tuning options cater to a vast range of NLP needs.