CHANGE-IT dataset

The CHANGE-IT dataset contains approximately 152,000 article-headline pairs, collected from two Italian newspapers situated at opposite ends of the political spectrum, namely la Repubblica (left) and Il Giornale (right), with the two newspapers equally represented. The dataset has been used in the context of the CHANGE-IT task (https://sites.google.com/view/change-it) during the Evalita 2020 evaluation campaign (http://www.evalita.it/2020). CHANGE-IT is a generation task for Italian – more specifically, a style transfer task for headlines of Italian newspapers. Given a (collection of) headlines from one newspaper, namely Il Giornale (G) or La Repubblica (R), it challenges automatic systems to change all G-headlines to headlines in style R, and all R-headlines to headlines in style G.<p>Although the task only concerns headline change, the dataset comprehends both the headlines as well as their respective full articles.<p>

CHANGE-IT数据集包含约15.2万篇文章-标题对，采集自两家政治立场截然相反的意大利报纸：左翼的《la Repubblica》与右翼的《Il Giornale》，且两类来源的样本占比完全均衡。该数据集曾在Evalita 2020评测活动（http://www.evalita.it/2020）中，被用于CHANGE-IT任务（https://sites.google.com/view/change-it）的相关研究。CHANGE-IT是一项面向意大利语的生成任务，具体为意大利报纸标题的风格迁移任务：给定来自《Il Giornale（缩写G）》或《la Repubblica（缩写R）》的单篇或多篇标题，该任务要求自动系统将所有G类标题转换为R风格标题，同时将所有R类标题转换为G风格标题。
尽管该任务仅涉及标题转换，但数据集同时涵盖了标题及其对应的完整原文。