knkarthick/highlightsum

HighlightSum Corpus是一个大规模的对话摘要数据集，由AMI、SamSUM和DialogSUM三个数据集组成，包含31,108个对话及其对应的人工标注摘要。数据集的语言为英语，数据实例包括对话、摘要和唯一ID。数据集分为训练集、验证集和测试集，分别包含27,401、1,360和2,347个实例。数据集的创建目的是为了收集和整合AMI、SamSUM和DialogSUM数据集，供非商业用途使用，遵循MIT许可证。

原始信息汇总

数据集卡片 for HighlightSum Corpus

数据集描述

数据集概述

HighlightSUM 是一个大规模的对话摘要数据集，包含来自 AMI、SamSUM 和 DialogSUM 的 31,108 个对话及其对应的手动标注摘要。

语言

英语

数据集结构

数据实例

HighlightSum 是一个大规模的对话摘要数据集集合，包含 31,108 个对话，分为训练集、测试集和验证集。

训练集中的第一个实例： json { "id": "train_0", "summary": "Mr. Smiths getting a check-up, and Doctor Hawkins advises him to have one every year. Hawkinsll give some information about their classes and medications to help Mr. Smith quit smoking.", "dialogue": "#Person1#: Hi, Mr. Smith. Im Doctor Hawkins. Why are you here today? #Person2#: I found it would be a good idea to get a check-up. #Person1#: Yes, well, you havent had one for 5 years. You should have one every year. #Person2#: I know. I figure as long as there is nothing wrong, why go see the doctor? #Person1#: Well, the best way to avoid serious illnesses is to find out about them early. So try to come at least once a year for your own good. #Person2#: Ok. #Person1#: Let me see here. Your eyes and ears look fine. Take a deep breath, please. Do you smoke, Mr. Smith? #Person2#: Yes. #Person1#: Smoking is the leading cause of lung cancer and heart disease, you know. You really should quit. #Person2#: Ive tried hundreds of times, but I just cant seem to kick the habit. #Person1#: Well, we have classes and some medications that might help. Ill give you more information before you leave. #Person2#: Ok, thanks doctor." }

数据字段

• dialogue: 对话文本。
• summary: 人工编写的对话摘要。
• id: 示例的唯一文件ID。

数据分割

• train: 27401
• val: 1360
• test: 2347

数据集创建

数据集创建理由

收集 AMI、SamSUM 和 DialogSUM 数据集。

源语言生产者

语言学家

标注者

语言专家

许可信息

非商业许可：MIT

引用信息

请参考上述链接获取信用和引用信息。