Task Adapters

STS-B

The Semantic Textual Similarity Benchmark is a collection of sentence pairs drawn from news headlines and other sources. They were annotated with a score from 1 to 5 denoting how similar the two sentences are in terms of semantic meaning.

Website

sts/sts-b@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 STS-B dataset for 15 epochs with early stopping and a learning rate of 1e-4.

sts/sts-b@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 STS-B dataset for 15 epochs with early stopping and a learning rate of 1e-4.