Coreference resolution evaluation for higher level applications

Abstract

This paper presents an evaluation framework for coreference resolution geared towards interpretability for higher-level applications. Three application scenarios for coreference resolution are outlined and metrics for them are devised. The metrics provide detailed system analysis and aim at measuring the potential benefit of using coreference systems in preprocessing.