Anders Malthe-Sorenssen

Towards Understanding the Shape of Representations in Protein Language Models

While protein language models (PLMs) are one of the most promising avenues of research for future de novo protein design, the way in which they transform sequences to hidden representations, as well as the information encoded in such representations is yet to be fully understood. Several works have…