Semantic Knowledge Graph (SKG)

该数据集是一个融合了摘要和其他元信息中的语义概念的知识图谱，用以表示文献语料库，并支持在学术文献中进行各种语义查询。此外，该数据集还用于评估一个半监督的实体提取和标准化处理流程，该流程的性能指标如f1分数等已被报告。任务涉及从非结构化文本中提取知识和实体标准化。

This dataset is a knowledge graph integrating semantic concepts from abstracts and other metadata, which is used to represent academic literature corpora and support various semantic queries within scholarly literature. Furthermore, this dataset is employed to evaluate a semi-supervised entity extraction and normalization pipeline, whose performance metrics such as F1 score have been reported. The task involves knowledge extraction from unstructured text and entity normalization.