想做青少年社交影响力检测?这个数据集有1021个文本和五方标注,还能跨语言用。
IMPACTeen 数据集包含 1021 个文本和 5100 条注释,覆盖人际、媒体和数字场景下的青少年社交影响。每个文本由青少年、家长、心理专家、传播专家和教师五个视角进行标注。数据集通过约束 LLM 生成后经人工编辑验证,确保场景真实性。它支持社会影响力检测、标注者分歧分析和跨语言建模等研究。原始数据为波兰语,并附有英语版本。
IMPACTeen: Intentions, Manipulation, Persuasion, Annotations, and Consequences in Teen Communication Dataset
IMPACTeen is a dataset of textual social influence scenarios spanning interpersonal, media-based, and digital settings in an adolescent context. It contains 1,021 texts, 5,100 individual annotation records, and gold labels for social influence techniques, with each text annotated from five distinct perspectives: teenagers, parents, psychologists, communication experts, and teachers. The resource was constructed through constrained LLM generation, followed by a two-step human editing and validation phase aimed at ensuring youth-context realism. A multi-dimensional annotation covered influence presence, techniques, intentions, consequences, resistance, reactions, and annotation confidence. The dataset supports research on social influence detection, annotator disagreement, cross-lingual modeling, and the training and evaluation of language models. The dataset was created in Polish and is accompanied by a corresponding English version.