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Task Adapters

Pre-trained model:

gpt2
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bert xlm-roberta distilbert gpt2 bart roberta mbart
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gpt2

CoLA

The Corpus of Linguistic Acceptability (CoLA) in its full form consists of 10657 sentences from 23 linguistics publications, expertly annotated for acceptability (grammaticality) by their original authors. The public version provided here contains 9594 sentences belonging to training and development sets, and excludes 1063 sentences belonging to a held out test set.
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lingaccept/cola@ukp gpt2
1 version Architecture: pfeiffer non-linearity: relu reduction factor: 16 Head: 

Adapter for gpt2 in Pfeiffer architecture trained on the COLA dataset for 10 epochs with a learning rate of 1e-4.

Paper

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