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. 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 Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP). 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 Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. Online. Association for Computational Linguistics. https://www.aclweb.org/anthology/2020.acl-main.447. doi: 10.18653/v1/2020.acl-main.447. pp. 4969-4983. 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.