C3P pretrains promoter representations via contrastive alignment to protein embeddings on 88M bacterial pairs, delivering multi-fold gains on regulatory tasks and zero-shot co-regulation retrieval unlike gLMs.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
q-bio.GN 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
C3P: Contrastive promoter-protein pretraining yields representations capturing bacterial gene regulation
C3P pretrains promoter representations via contrastive alignment to protein embeddings on 88M bacterial pairs, delivering multi-fold gains on regulatory tasks and zero-shot co-regulation retrieval unlike gLMs.