Transmol: Repurposing a language model for molecular generation

Keyphrases

• Natural Language Processing 100%
• Language Model 100%
• Repurposing 100%
• Molecular Library 100%
• Molecular Generation 100%
• Recent Advances 50%
• Scientific Community 50%
• Machine Learning 50%
• Transformer 50%
• Vitamin D Receptor 50%
• Life Sciences 50%
• On Demand 50%
• Convolutional Neural Network 50%
• Drug Design 50%
• Image Processing 50%
• Deep Learning Applications 50%
• Web Database 50%
• Chemical Space 50%
• Focused Library 50%
• Dive 50%
• Attention Mechanism 50%
• Seed Structure 50%
• Biological Targets 50%
• Generation Mode 50%
• Process Language 50%
• Moses 50%

INIS

• libraries 100%
• molecules 66%
• communities 66%
• processing 66%
• natural language 66%
• design 33%
• applications 33%
• demand 33%
• space 33%
• drugs 33%
• benchmarks 33%
• chemistry 33%
• image processing 33%
• gain 33%
• algorithms 33%
• validation 33%
• architecture 33%
• machine learning 33%
• neural networks 33%
• learning 33%
• receptors 33%
• transformers 33%
• ligands 33%
• metrics 33%
• vitamin d 33%
• surges 33%

Computer Science

• Natural Language Processing 100%
• Language Modeling 100%
• Image Processing 50%
• Convolutional Neural Network 50%
• Attention (Machine Learning) 50%
• Machine Learning 50%
• Learning System 50%
• Deep Learning Method 50%
• Chemical Space 50%