Diversifying Knowledge Enhancement of Biomedical Language Models Using Adapter Modules and Knowledge Graphs

Keyphrases

• Adapter Module 100%
• Biomedical Knowledge 66%
• Biomedical Knowledge Graph 33%
• Clinical Natural Language Processing 33%
• Computing Power 33%
• Document Classification 33%
• Domain-specific Knowledge 33%
• Downstream Task 33%
• Fusion Layer 33%
• Knowledge Enhancement 100%
• Knowledge Graph 100%
• Knowledge-based Systems 33%
• Knowledge-enhanced 33%
• Language Domains 33%
• Language Model 100%
• Large Language Models 33%
• Low Power 33%
• Natural Language Inference 33%
• Natural Language Processing 33%
• Ontology 33%
• Performance Improvement 33%
• Pre-trained Language Model 100%
• Question Answering 33%
• Rapidly Evolving 33%
• Recent Advances 33%
• Small Subgraphs 33%
• Structured Knowledge 33%
• Unstructured Data 33%
• Valuable Insight 33%

Computer Science

• Bidirectional Encoder Representations From Transformers 33%
• Biomedical Knowledge 100%
• Computing Power 33%
• Document Classification 33%
• Knowledge System 33%
• Language Modeling 100%
• Large Language Model 33%
• Natural Language Processing 66%
• Ontology 33%
• Performance Improvement 33%
• Pre-Trained Language Models 66%
• Processing Knowledge 33%
• Subgraphs 66%
• Unstructured Data 33%