Jingbo Shang

The paper constructs a single-cell chromatin accessibility atlas of the human brain, identifies cell-type-specific regulatory elements, and develops models to predict regulatory function of disease risk variants.

The paper introduces a multi-task learning framework for biomedical named entity recognition that improves performance by sharing information across entity types.