Alex Tamkin

DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning

2021 · arXiv (Cornell University)

Self-supervised learning algorithms, including BERT and SimCLR, have enabled significant strides in fields like natural language processing, computer vision, and speech processing. However, these algorithms are domain-specific, meaning that new self-supervised learning algorithms must be …