GoEmotions Reddit comments multi-label emotion
GoEmotions is a public Google AI corpus of 56,984 Reddit comments labeled with one or more of 27 fine-grained emotions plus neutral. The texts in this corpus frequently engage with a variety of personal experiences and social observations, often reflecting on themes of relationships , emotional struggles , and social dynamics . Discussions often include complaints about interpersonal conflicts, such as manipulative behavior and mental games , alongside expressions of support or advice for navigating these challenges. There is also a notable presence of commentary on media consumption and its impact on emotional well-being, as well as reflections on cultural phenomena and public figures . The tone varies from humorous to serious, indicating a complex interplay of emotions and opinions within the community. [Summary on 50 random texts by ChatGPT 4o Mini].
Reported holdout systems from the verified card
Multiclass classification uses Macro-F1 as the task-primary metric. Secondary columns keep the companion metrics visible so binary, ordinal, regression, and multiclass cards are not compared through one flattened score.