Task Adapters

MultiNLI

Multi-Genre Natural Language Inference is a large-scale, crowdsourced entailment classification task. Given a pair of sentences, the goal is to predict whether the second sentence is an entailment, contradiction, or neutral with respect to the first one.

Website

nli/multinli@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 MultiNLI dataset for 15 epochs with early stopping and a learning rate of 1e-4.

nli/multinli@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 MultiNLI dataset for 15 epochs with early stopping and a learning rate of 1e-4.