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