Task Adapters

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.

Website

lingaccept/cola@ukp bert-base-uncased

1 version Architecture: pfeiffer Head:

Adapter in Pfeiffer architecture trained on the CoLA task for 20 epochs with early stopping and a learning rate of 1e-4. See https://arxiv.org/pdf/2007.07779.pdf.

lingaccept/cola@ukp bert-base-uncased

1 version Architecture: houlsby Head:

Adapter in Houlsby architecture trained on the CoLA task for 20 epochs with early stopping and a learning rate of 1e-4. See https://arxiv.org/pdf/2007.07779.pdf.

AdapterHub/bert-base-uncased-pf-cola bert-base-uncased

huggingface.co Head:

# Adapter `AdapterHub/bert-base-uncased-pf-cola` for bert-base-uncased An [adapter](https://adapterhub.ml) for the `bert-base-uncased` model that was trained on the...