M. Newman

A trainable language model with potential to modulate translation rates in non-model organisms by generating upstream untranslated region sequence libraries

A simple generative approach for creating synthetic 5′-UTR libraries based solely on the genomic sequence statistics of any desired organism and demonstrates that simple statistical language model approaches applied to genomic data can generate functional translational regulatory sequence libraries without detailed mec...