Sequence alignment is a key component of bioinformatics pipelines to study the structures and functions of proteins, and to annotate open reading frames in newly sequenced genomes and metagenomes 1.

We trained DEDAL, an algorithm based on deep-learning language models, to generate pairwise alignments of protein sequences taking into account the sequence-specific context of amino acid ...