Alice Del Vecchio

PatchDNA: A Flexible and Biologically-Informed Alternative to Tokenization for DNA

DNA language models are emerging as powerful tools for representing genomic sequences, with recent progress driven by self-supervised learning. However, performance on downstream tasks is sensitive to tokenization strategies reflecting the complex encodings in DNA, where both regulatory elements and…