Artificial intelligence systems are only as powerful as the data they are trained on. High-quality labeled datasets determine whether a model performs with precision or fails in production.

MultiKano is the first automatic cell type annotation method tailored to single-cell multi-omics data. MultiKano introduces a novel data augmentation strategy based on paired scRNA-seq and scATAC-seq ...

AI data management and annotation startup Dataloop today announced it has raised $16 million in funding through an $11 million series A round and a previously undisclosed $5 million seed round. A ...

Labeling and annotation are the foundation of context setting and the invisible backbone of AI, which are quietly shaping the world around us.

Austin, Dec. 19, 2025 (GLOBE NEWSWIRE) -- The global AI Annotation Market was valued at USD 2.39 billion in 2025E and is expected to reach USD 28.31 billion by 2033, growing at a CAGR of 17.46% over ...

Citations: Beigman-Klebanov, Beata, Eyal Beigman, Daniel Diermeier. 2008. Automatic Annotation of Semantic Fields for Political Science Research. Journal of Information Technology & Politics. 95-120.

Learn how to use Java annotations to associate metadata with classes, methods, and other application elements in your Java programs. There are times when you need to associate metadata, or data that ...