sciq allenai
Dataset Card for "sciq" Dataset Summary The SciQ dataset contains 13,679 crowdsourced science exam questions about Physics, Chemistry and Biology, among others. The questions are in multiple-choice format with 4 answer options each. For the majority of the questions, an additional paragraph with supporting evidence for the correct answer is provided. Supported Tasks and Leaderboards More Information Needed Languages More Information Needed… See the full description on the dataset page: https://huggingface.co/datasets/allenai/sciq.
- 类型
- dataset
- 许可
- cc-by-nc-3.0
- 语言
- en
- 下载量
- 215,978
- 点赞
- 146
- 访问
- public
- 文件
- 0
标签
- 问答
- 评测基准
- 教育数据
- 科学数据
- 文本数据集
- 抽取式问答
- NLP
摘要
SciQ是一个包含13,679道众包科学考试选择题的问答数据集，覆盖物理、化学、生物学等学科。每道题提供4个选项，且大部分题目附有支持正确答案的佐证段落，可用于领域受限的问答（closed-domain QA）模型训练与评测。该数据集常被用作科学推理问答基准，适合评估模型在自然科学常识问答上的表现。
README
--- annotations_creators: - no-annotation language_creators: - crowdsourced language: - en license: - cc-by-nc-3.0 multilinguality: - monolingual size_categories: - 10K<n<100K source_datasets: - original task_categories: - question-answering task_ids: - closed-domain-qa paperswithcode_id: sciq pret…