2 papers
cs.LG2026
Rooted Absorbed Prefix Trajectory Balance with Submodular Replay for GFlowNet Training
Xi Wang, Wenbo Lu, Shengjie Wang
Generative Flow Networks (GFlowNets) enable fine-tuning large language models to approximate reward-proportional posteriors, but they remain prone to mode collapse, manifesting as…
q-bio.BM2025
zERExtractor:An Automated Platform for Enzyme-Catalyzed Reaction Data Extraction from Scientific Literature
Rui Zhou, Haohui Ma, Tianle Xin +9
The rapid expansion of enzyme kinetics literature has outpaced the curation capabilities of major biochemical databases, creating a substantial barrier to AI-driven modeling and kn…