The principal goal of the RAG TREC Instrument for Multilingual Evaluation (RAGTIME) track at TREC is to study report generation from multilingual source documents. The track has created a document collection containing Arabic, Chinese, English, and Russian news stories. RAGTIME includes three task types: Multilingual Report Generation, English Report Generation, and Multilingual Information Retrieval (MLIR). A total of 125 runs were submitted by 13 participating teams (and as baselines by the track coordinators) for three tasks. This overview describes these three tasks and presents the available results.
翻译:TREC RAG 多语言评估工具(RAGTIME)赛道的主要目标是研究基于多语言源文档的报告生成。该赛道构建了一个包含阿拉伯语、中文、英语和俄语新闻报道的文档集合。RAGTIME 包含三种任务类型:多语言报告生成、英语报告生成以及多语言信息检索(MLIR)。来自13个参与团队(以及赛道组织者提供的基线系统)共计提交了125次运行结果用于这三个任务。本综述描述了这三种任务并呈现了可用的结果。