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並前往https://paperswithcode.com/sota/language-modelling-on-penn-treebank-word

Penn Treebank (Word Level) Benchmark (Language Modelling)

Rank Model Test perplexity Validation perplexity Params Year 1 GPT‑3; (Zero‑Shot) 20.5 175000M 2020 2 BERT‑Large‑CAS 31.3 36.1 395M 2019 3 GPT‑2 35.76 1542M 2019

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