AIBullisharXiv – CS AI · 9h ago7/10
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A Large-Scale Dataset for Molecular Structure-Language Description via a Rule-Regularized Method
Researchers have developed an automated framework to generate a large-scale dataset of 163,000 molecule-description pairs by combining rule-based chemical nomenclature parsing with LLM guidance, achieving 98.6% precision in aligning molecular structures with natural language descriptions. This addresses a critical bottleneck in training language models for chemistry applications where manual annotation is prohibitively expensive.
🏢 Hugging Face