SCIERC NER

This dataset is based on the SCIERC dataset and cotnains abstracts of scientific papers, alongside their scientific NER IOB annotations for different entities in the text. <br> Citation for SCIERC: Luan, Yi, He, Luheng, Ostendorf, Mari, and Hajishirzi, Hannaneh. (2018). "Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction." In <em>Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP)</em>. <br> This dataset was extracted from the S2ORC dataset. Citation: Lo, Kyle, Wang, Lucy Lu, Neumann, Mark, Kinney, Rodney, and Weld, Daniel. (2020). "S2ORC: The Semantic Scholar Open Research Corpus." In <em>Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics</em>. Online. Association for Computational Linguistics. <strong>https://www.aclweb.org/anthology/2020.acl-main.447</strong>. doi: 10.18653/v1/2020.acl-main.447. pp. 4969-4983. <br> S2ORC is licenced under ODC-By 1.0 by the AllanAI institute. The dataset is acompanied by properties and embeddings calculated using the deepchecks package, and predictions.本数据集以SCIERC数据集为基础，收录了学术论文的摘要文本，并为文本中的不同实体提供了科学命名实体识别（Scientific NER）的IOB格式标注结果。 SCIERC数据集引用：Luan, Yi、He, Luheng、Ostendorf, Mari 与 Hajishirzi, Hannaneh（2018）发表于《自然语言处理经验方法会议（EMNLP）会议录》的《面向科学知识图谱构建的实体、关系与共指多任务识别》一文。 本数据集提取自S2ORC数据集。S2ORC数据集引用信息如下：Lo, Kyle、Wang, Lucy Lu、Neumann, Mark、Kinney, Rodney 与 Weld, Daniel（2020）发表于《第58届国际计算语言学协会年会会议录》的《S2ORC：语义学者开放研究语料库》一文，由国际计算语言学协会线上发布，原文链接：https://www.aclweb.org/anthology/2020.acl-main.447，DOI: 10.18653/v1/2020.acl-main.447，页码范围：4969-4983。 S2ORC数据集由AllanAI机构依据ODC-By 1.0开源协议授权使用。本数据集还配套了使用deepchecks工具包计算得到的属性特征与词嵌入（embeddings），以及模型预测结果。