BERT MEDIUM

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Related Papers

Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

Larger language models have higher accu- racy on average, but are they better on ev- ery single instance (datapoint)? Some work suggests larger models have higher out-of- distribution robustness, while …...

33850

Frustratingly Simple Pretraining Alternatives to Masked Language Modeling

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractMasked language modeling (MLM), a self-supervised pretraining objective, is widely used in natural language processing for learning text representations. MLM trains a model to predict a random sample of input …...

31853