2025
MolRAG: Unlocking the Power of Large Language Models for Molecular Property Prediction
ACL 2025long
Recent LLMs exhibit limited effectiveness on molecular property prediction task due to the semantic gap between molecular representations and natural language, as well as the lack of domain-specific knowledge. To address these challenges, we propose MolRAG, a Retrieval-Augmented Generation framework…