CitiLink-Minutes: 一个多层注释的市政会议纪要数据集
CitiLink-Minutes: A Multilayer Annotated Dataset of Municipal Meeting Minutes
AI总结：
本文提出CitiLink-Minutes数据集，包含120个欧洲葡萄牙市政会议纪要，用于提升信息检索和自然语言处理模型的性能。
摘要：
城市委员会在地方治理中起关键作用，通过市政会议的决定直接影响市民的日常生活。这些讨论被正式记录在会议纪要中，作为讨论、决定和投票结果的官方记录。尽管重要性，市政会议记录在信息检索（IR）和自然语言处理（NLP）中很少被关注，主要是由于缺乏注释数据集，限制了计算模型的发展。为解决这一差距，我们引入CitiLink-Minutes，一个包含120个欧洲葡萄牙市政会议纪要的多层数据集，来自六个市政。与以往议会或视频记录的注释数据集不同，CitiLink-Minutes提供多层注释和官方书面纪要的结构化链接。该数据集包含超过一百万个词，所有个人标识符已去标识化。每个纪要由两名受训注释者手动注释，并由经验丰富的语言学家在三个互补维度上进行整理：（1）元数据，（2）讨论主题，（3）投票结果，总计超过38,000个个体注释。该数据集在FAIR原则下发布，并附有元数据提取、主题分类和投票标注的基准结果，展示了其在下游NLP和IR任务中的潜力，同时促进市政决定的透明访问。
英文摘要：
City councils play a crucial role in local governance, directly influencing citizens' daily lives through decisions made during municipal meetings. These deliberations are formally documented in meeting minutes, which serve as official records of discussions, decisions, and voting outcomes. Despite their importance, municipal meeting records have received little attention in Information Retrieval (IR) and Natural Language Processing (NLP), largely due to the lack of annotated datasets, which ultimately limit the development of computational models. To address this gap, we introduce CitiLink-Minutes, a multilayer dataset of 120 European Portuguese municipal meeting minutes from six municipalities. Unlike prior annotated datasets of parliamentary or video records, CitiLink-Minutes provides multilayer annotations and structured linkage of official written minutes. The dataset contains over one million tokens, with all personal identifiers de-identified. Each minute was manually annotated by two trained annotators and curated by an experienced linguist across three complementary dimensions: (1) metadata, (2) subjects of discussion, and (3) voting outcomes, totaling over 38,000 individual annotations. Released under FAIR principles and accompanied by baseline results on metadata extraction, topic classification, and vote labeling, CitiLink-Minutes demonstrates its potential for downstream NLP and IR tasks, while promoting transparent access to municipal decisions.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
