Sijun He 505b77e082 | 1 year ago | |
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t5 | 1 year ago | |
unimo-text | 1 year ago | |
README.md | 1 year ago |
Question Generation(QG),即问题生成,指的是给定一段上下文和答案,自动生成一个流畅且符合上下文主题的问句。问题生成技术在教育、咨询、搜索、问答等多个领域均有着巨大的应用价值。
PaddleNLP提供英文和中文问题生成任务示例,分别基于英文预训练语言模型t5和中文预训练语言模型unimo-text。
t5 展示了如何使用英文预训练模型T5完成问题生成任务,支持模型微调预测评估,并提供相关预训练模型。
unimo-text 展示了如何使用中文预训练模型UNIMO-Text完成问题生成任务,提供数据准备、训练、预测、推理部署全流程定制化训练,并提供相关预训练模型。
Raffel, C., Shazeer, N., Roberts, A., Lee, K., Narang, S., Matena, M., Zhou, Y., Li, W. and Liu, P.J., 2020. Exploring the limits of transfer learning with a unified text-to-text transformer. J. Mach. Learn. Res., 21(140), pp.1-67.
Li, Wei, et al. "Unimo: Towards unified-modal understanding and generation via cross-modal contrastive learning." arXiv preprint arXiv:2012.15409 (2020).
👑 Easy-to-use and powerful NLP library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Documen
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