This paper introduces the first emotion annotated dataset for the Dari variant of Persian spoken in Afghanistan. The LetHerLearn dataset contains 7,600 tweets posted in reaction to the Taliban ban of women rights to education in 2022 and has been manually annotated according to Ekman emotion categories. We here detail the data collection and annotation process, present relevant dataset statistics as well as initial experiments on the resulting dataset, benchmarking a number of different neural architectures for the task of Dari emotion classification.

翻译：本文介绍了首个针对阿富汗波斯语方言达里语的情感标注数据集。LetHerLearn数据集包含7,600条针对2022年塔利班禁止女性受教育权利事件发布的推文，并根据埃克曼情感类别进行了人工标注。我们详细阐述了数据收集与标注过程，展示了相关数据集统计信息及基于该数据集的初步实验，并对多种用于达里语情感分类任务的神经网络架构进行了基准测试。