andorei/BioNNE-L

BioNNE-L共享任务数据集挑战参与者解决英语和俄语中的生物医学概念归一化（MCN）问题，即将生物医学实体提及映射到统一医学语言系统（UMLS）中的相应概念名称和唯一标识符（CUIs）。数据集包含了来自英语和俄语科学摘要的生物医学实体注释，利用NEREL-BIO数据集的MCN注释。数据集的挑战包括嵌套实体的复杂性和部分术语问题，其中部分俄语术语需要映射到英语词汇表条目。数据集以特定格式提供，可以通过HuggingFace加载。

The BioNNE-L shared task challenges participants to tackle medical concept normalization (MCN) for English and Russian languages, mapping biomedical entity mentions to their corresponding concept names and unique identifiers (CUIs) within the Unified Medical Language System (UMLS). The dataset contains annotated biomedical entities from English and Russian scientific abstracts, utilizing the MCN annotation of the NEREL-BIO dataset. The challenges include the complexity of nested entity mentions and partial terminology issues where some Russian terms need to be mapped to English vocabulary entries. The dataset is provided in a specific format and can be loaded via HuggingFace.