A New Task: Deriving Semantic Class Targets for the Physical Sciences
This work addresses classification challenges for researchers in radio astronomy, but it appears incremental as it focuses on applying a new task to a specific domain.
The authors tackled the problem of abstract classification schemes in the physical sciences by defining a novel multi-modal task called deriving semantic class targets, and they presented derived semantic radio galaxy morphology class targets for upcoming radio astronomy surveys.
We define deriving semantic class targets as a novel multi-modal task. By doing so, we aim to improve classification schemes in the physical sciences which can be severely abstracted and obfuscating. We address this task for upcoming radio astronomy surveys and present the derived semantic radio galaxy morphology class targets.