Beyond Tasks, Methods, and Metrics: Extracting Metrics-driven Mechanism from the Abstracts of AI Articles

This paper proposes a novel knowledge schema, i.e., metrics-driven mechanism knowledge schema ( Operation, Effect, Direction), which depict the knowledge about “How to optimize the quantitative and qualitative metrics of a specific task?”