PROTOCOL: Late Interaction Retrieval for Protein Homolog Search

ArXi:2605.29158v1 Announce Type: new Protein homology search underlies function annotation, structure prediction, and evolutionary analysis, but remains challenging in the "twilight zone," where global sequence similarity is weak and classical alignment methods lose sensitivity. Protein language models provide context-aware representations that could improve alignment sensitivity in this regime.