emotion dair-ai
Dataset Card for "emotion" Dataset Summary Emotion is a dataset of English Twitter messages with six basic emotions: anger, fear, joy, love, sadness, and surprise. For more detailed information please refer to the paper. Supported Tasks and Leaderboards More Information Needed Languages More Information Needed Dataset Structure Data Instances An example looks as follows. { "text": "im feeling quite sad and sorry for myself but… See the full description on the dataset page: https://huggingface.co/datasets/dair-ai/emotion.
- 类型
- dataset
- 许可
- other
- 语言
- en
- 下载量
- 20,540
- 点赞
- 452
- 访问
- public
- 文件
- 0
标签
- 文本分类
- 情感分类
- 文本数据集
- 评测基准
- NLP
摘要
该数据集包含英文推特消息及其标注的六种基本情感（愤怒、恐惧、喜悦、爱、悲伤、惊讶），用于情感/情绪识别任务。提供 split（2万条，含训练/验证/测试划分）和 unsplit（41.6万条）两种配置，广泛应用于文本多分类模型的训练与评估。
README
--- annotations_creators: - machine-generated language_creators: - machine-generated language: - en license: - other multilinguality: - monolingual size_categories: - 10K<n<100K source_datasets: - original task_categories: - text-classification task_ids: - multi-class-classification paperswithcode_…