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fractalego/QA_to_statements

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Hugging Face2021-12-12 更新2024-03-04 收录
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https://hf-mirror.com/datasets/fractalego/QA_to_statements
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资源简介:
## Convert conversational QA into statements. This dataset is a variation on the dataset presented by [Demszky et al](https://arxiv.org/abs/1809.02922). The main purpose of this work is to convert a series of questions and answers into a full statement representing the last answer. The items in this set are texts as in the following: ```bash Q: Who built the famous decorated havelis in Rajasthan? A: Rajput kings Q: Jaipur is also known as what city? A: the Pink City Q: What are the notable houses in it made from? A: a type of sandstone dominated by a pink hue Statement: Notable houses in Jaipur made from a type of sandstone dominated by a pink hue ``` The dataset has been created by limiting the set of [Demszky et al](https://arxiv.org/abs/1809.02922) to the SQUAD items. These questions and answers are made to appear as a conversation by artificially substituting some random entities (chosen from PERSON, GPE, ORG) with the relevant pronoun. For example, in the text above the last question contains "it" to indicate the city of Jaipur.
提供机构:
fractalego
原始信息汇总

数据集概述

数据集名称

Convert conversational QA into statements

数据集来源

基于Demszky等人(Demszky et al)的研究成果,专门针对SQUAD数据集进行了调整和限制。

数据集目的

将一系列问答转换为最后一个答案的完整陈述。

数据集内容

数据集中的每个条目包含一系列问答对,最终形成一个代表最后一个答案的完整陈述。例如:

Q: Who built the famous decorated havelis in Rajasthan? A: Rajput kings Q: Jaipur is also known as what city? A: the Pink City Q: What are the notable houses in it made from? A: a type of sandstone dominated by a pink hue

Statement: Notable houses in Jaipur made from a type of sandstone dominated by a pink hue

数据集特点

  • 通过人工替换随机实体(如PERSON、GPE、ORG)为相关代词,使问答对呈现对话形式。
  • 最后一个问题中的代词(如上述例子中的“it”)用于指示特定城市(如Jaipur)。
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