Author

Melissa Aberbache

Centre National de la Recherche Scientifique

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Plant Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Organism:plant (other)· 1 Assay:protein sequence· 1

Frequent Co-Authors

Adryel Hoszu· 1 shared Ali Cantez· 1 shared Grégory GINOTiD· 1 shared Ian MorillaiD· 1 shared Kelly L. Vomo-DonfackiD· 1 shared Verónica G. DoblasiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperPlant Biology

Adryel Hoszu

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1 paper

Recent·Most cited

What does domain-specific pretraining buy? A 170,000-parameter plant peptide language model against the ESM-2 scaling curve

Kelly L. Vomo-Donfack, Melissa Aberbache, Ali Cantez, Adryel Hoszu, Grégory GINOT, Verónica G. Doblas, Ian Morilla

The paper trains a domain-specific plant peptide language model and compares its performance to generalist models, finding domain pretraining provides significant efficiency gains.

bioRxiv · Oct 20, 2026 · PreprintPlant Biology