imdb stanfordnlp
Dataset Card for "imdb" Dataset Summary Large Movie Review Dataset. This is a dataset for binary sentiment classification containing substantially more data than previous benchmark datasets. We provide a set of 25,000 highly polar movie reviews for training, and 25,000 for testing. There is additional unlabeled data for use as well. Supported Tasks and Leaderboards More Information Needed Languages More Information Needed Dataset Structure… See the full description on the dataset page: https://huggingface.co/datasets/stanfordnlp/imdb.
- 类型
- dataset
- 许可
- other
- 语言
- en
- 下载量
- 176,069
- 点赞
- 472
- 访问
- public
- 文件
- 0
标签
- 文本分类
- 评测基准
- 文本数据集
- NLP
- 情感分类
摘要
IMDB大型电影评论数据集是情感分类领域最经典的基准数据集之一，包含2.5万条高度极化的电影评论用于训练，2.5万条用于测试，另有5万条无标注数据。该数据集解决二元情感分类问题，每条评论标注为正面或负面情感。适用于训练和评估文本分类模型、验证情感分析算法性能，是NLP领域广泛使用的标准评测基准。
README
--- annotations_creators: - expert-generated language_creators: - expert-generated language: - en license: - other multilinguality: - monolingual size_categories: - 10K<n<100K source_datasets: - original task_categories: - text-classification task_ids: - sentiment-classification paperswithcode_id: …