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cs.LG2026
Learning Mechanistic Reasoning for Chemical Reactions with Large Language Models
Xingyu Dang, Haocheng Tang, Junmei Wang +1
The paper introduces a large-scale dataset and a benchmark (FukuyamaBench) for teaching large language models to reason step‑by‑step about chemical reaction mechanisms, and shows t…
cs.LG2025
DecoyDB: A Dataset for Graph Contrastive Learning in Protein-Ligand Binding Affinity Prediction
Yupu Zhang, Zelin Xu, Tingsong Xiao +4
Predicting the binding affinity of protein-ligand complexes plays a vital role in drug discovery. Unfortunately, progress has been hindered by the lack of large-scale and high-qual…