Frames Dataset
收藏arXiv2025-09-30 收录
下载链接:
https://www.microsoft.com/en-us/research/project/frames-dataset/
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资源简介:
该数据集名为Frames,是一个面向任务的对话数据集,主要用于训练和测试语言理解模型。虽然与MultiWOZ相比,Frames的数据具体特征不够详尽。此外,Frames数据集被用于评估语言理解模型的鲁棒性,并且是使用LAUG工具包进行的实验的一部分。在数据规模上,Frames相较于MultiWOZ要小一些。其研究任务主要聚焦于面向任务型对话系统中的语言理解。
The dataset named Frames is a task-oriented dialogue dataset primarily used for training and testing language understanding models. Compared with MultiWOZ, Frames has less comprehensive and detailed data characteristics. Additionally, the Frames dataset is utilized to evaluate the robustness of language understanding models, and is part of experiments conducted using the LAUG toolkit. In terms of dataset size, Frames is smaller than MultiWOZ. The core research tasks of this dataset focus on language understanding in task-oriented dialogue systems.



