Task Adapters

QNLI

Question Natural Language Inference is a version of SQuAD which has been converted to a binary classification task. The positive examples are (question, sentence) pairs which do contain the correct answer, and the negative examples are (question,sentence) from the same paragraph which do not contain the answer.

nli/qnli@ukp facebook/bart-base

1 version Architecture: pfeiffer non-linearity: relu reduction factor: 16 Head:

Adapter for bart-base in Pfeiffer architecture trained on the QNLI dataset for 15 epochs with early stopping and a learning rate of 1e-4.

nli/qnli@ukp facebook/bart-base

1 version Architecture: houlsby non-linearity: swish reduction factor: 16 Head:

Adapter for bart-base in Houlsby architecture trained on the QNLI dataset for 15 epochs with early stopping and a learning rate of 1e-4.