Profile Prediction: An Alignment-Based Pre-Training Task for Protein Sequence Models

Pascal Sturmfels, Jesse Vig, Ali Madani +1

For protein sequence datasets, unlabeled data has greatly outpaced labeled data due to the high cost of wet-lab characterization. Recent deep-learning approaches to protein predict…