3 papers
cs.CL2026
Interpreto: An Explainability Library for Transformers
Antonin Poché, Thomas Mullor, Gabriele Sarti +8
Interpreto is an open-source Python library for interpreting HuggingFace language models, from early BERT variants to LLMs. It provides two complementary families of methods: attri…
q-bio.QM2026
EVA: Towards a universal model of the immune system
Scienta Team, Ethan Bandasack, Vincent Bouget +9
The effective application of foundation models to translational research in immune-mediated diseases requires multimodal patient-level representations that can capture complex phen…
q-bio.GN2025
Discovering Interpretable Biological Concepts in Single-cell RNA-seq Foundation Models
Charlotte Claye, Pierre Marschall, Wassila Ouerdane +2
Single-cell RNA-seq foundation models achieve strong performance on downstream tasks but remain black boxes, limiting their utility for biological discovery. Recent work has shown…