AI RESEARCH

TIGER: Text-Informed Generalized Enzyme-Reaction Retrieval

arXiv CS.AI

ArXi:2605.24489v1 Announce Type: new Enzyme-reaction retrieval is a fundamental problem in computational biology, underpinning enzyme characterization, reaction mechanism elucidation, and the rational design of metabolic pathways and biocatalysts. As a bidirectional task, it entails both enzyme-to-reaction and reaction-to-enzyme mapping. However, existing approaches suffer from poor generalization across tasks and distributions, with performance highly sensitive to dataset splits and substantial asymmetry between retrieval directions.