Reddit C-SSRS

C-SSRS 数据集包含来自 subreddit r/depression 的 500 个 Reddit 帖子。这些帖子由心理学家根据哥伦比亚自杀严重程度评定量表中制定的指导方针以五分制进行标记，该量表根据抑郁症的严重程度而进展。由于该数据集经过临床验证和标记，因此它是验证标签校正方法的充分数据集，特别是因为它来自同一心理健康领域。论文：早期干预自杀风险严重性的知识感知评估The C-SSRS dataset includes 500 Reddit posts from the subreddit r/depression. These posts were annotated by psychologists via a 5-point rating scale following the guidelines set forth by the Columbia Suicide Severity Rating Scale, which advances based on the severity of depression. As this dataset has been clinically validated and professionally labeled, it serves as an appropriate dataset for validating label correction methods, especially given that it stems from the same mental health domain. Paper: Knowledge-Aware Assessment for the Early Intervention of Suicide Risk Severity

搜集汇总

背景与挑战

背景概述

Reddit C-SSRS数据集包含500个来自Reddit抑郁症子论坛的帖子，由心理学家根据哥伦比亚自杀严重程度评定量表以五分制进行临床验证标记。该数据集专为验证标签校正方法设计，特别适用于心理健康领域的文本分类和情感分析研究，具有较高的专业性和可靠性。