CARE: Extracting Experimental Findings From Clinical Literature

arXiv:2311.09736v2 Announce Type: replace
Abstract: Extracting fine-grained experimental findings from literature can provide dramatic utility for scientific applications. Prior work has developed annotation schemas and datasets for limited aspects of this problem, failing to capture the real-world complexity and nuance required. Focusing on biomedicine, this work presents CARE -- a new IE dataset for the task of extracting clinical findings. We develop a new annotation schema capturing fine-grained findings as n-ary relations between entities and attributes, which unifies phenomena challenging …

abstract annotation applications arxiv biomedicine clinical complexity cs.cl dataset datasets experimental fine-grained literature nuance prior scientific type utility work world