Sunday, August 18, 2019

XLNet - A SOTA model

While working on the Q&A system, have found pretrained model on NLP. XLNET is state of the art model for Q&A applications.
XLNet is the combination of Autoregressive  and autoencoding

Generalized Autoregressive Pretraining for Language Understanding.

Generalized -- Pretrain without data correption( masking) by using permutation LM.

Auto regressive – Autoregressive language model but also utilizes bidirectional context
This is better than BERT

References:
https://arxiv.org/abs/1906.08237
https://mlexplained.com/2019/06/30/paper-dissected-xlnet-generalized-autoregressive-pretraining-for-language-understanding-explained/


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