Xing David Wang

Xing David Wang is a Researcher at the Institute of Computer Science within the Faculty of Mathematics and Natural Sciences at Humboldt University of Berlin. His work focuses on knowledge management in bioinformatics, with core research areas spanning biomedical natural language processing, large language models, and data quality assessment.

Recent publications highlight expertise in:

• Biomedical named entity recognition (HunFlair2)
• Scientific workflow optimization (Ponder)
• Knowledge base construction for complex biological relationships
• LLM applications in precision oncology
• Statistical methods for data integrity evaluation

Notable trends in his 2023-2024 work include:

• Integration of dense retrievers with re-ranking models for knowledge curation
• Development of memory-efficient systems for scientific workflows
• Application of question-answering frameworks to biomedical event extraction
• Exploration of LLMs in clinical evidence labeling and decision support