Tree-aware conditional language modeling recovers mutational patterns of viral evolution
Polina Polunina, Wolfgang Maier, Alan F. Rubin
The paper introduces evoPLM-Tree, a tree-aware language model that predicts viral mutations by incorporating phylogenetic context, showing it captures mutational patterns and functional constraints in SARS-CoV-2 spike protein evolution.