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Research paper

XLNet: Generalized Autoregressive Pretraining for Language Understanding

At a glance

XLNet learns language context by predicting words in varied orders.

In one paragraph

Introduced XLNet, a language model trained to predict words in varied orders so it can learn context from both sides of a sentence. It improved on BERT across tasks including question answering, sentiment analysis, and document ranking without relying on artificial masked words during training.

Authors 6

  1. Yang Zhilin
  2. Zihang Dai
  3. Yiming Yang
  4. Jaime Carbonell
  5. Ruslan Salakhutdinov
  6. Quoc V. Le