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.