"blended_skill_talk" 数据集卡

数据集摘要

这是一个包含7k个对话的数据集，旨在展示多种对话模式：展示个性，具备共情能力和展示知识。

支持的任务和排行榜

More Information Needed

语言

More Information Needed

数据集结构

数据实例

• 下载的数据集文件大小： 38.11 MB
• 生成的数据集大小： 15.08 MB
• 总计使用的磁盘空间： 53.17 MB

"train"的示例如下。

{
  'personas': ['my parents don t really speak english , but i speak italian and english.', 'i have three children.'],
  'additional_context': 'Backstreet Boys',
  'previous_utterance': ['Oh, I am a BIG fan of the Backstreet Boys!  Have you ever seen them performing live?', "No,I listen to their music a lot,  mainly the unbreakable which  is the Backstreet Boys' sixth studio album. "],
  'context': 'wizard_of_wikipedia',
  'free_messages': ['you are very knowledgeable, do you prefer nsync or bsb?', "haha kids of this days don't know them, i'm 46 and i still enjoying them, my kids only listen k-pop", "italian?haha that's strange, i only talk english and a little spanish "],
  'guided_messages': ["i don't have a preference, they are both great. All 3 of my kids get annoyed when I listen to them though.", 'Sometimes I sing their songs in Italian, that really annoys them lol.', 'My parents barely speak English, so I was taught both.  By the way, what is k-pop?'],
  'suggestions': {'convai2': ["i don't have a preference , both are pretty . do you have any hobbies ?", "do they the backstreet boys ? that's my favorite group .", 'are your kids interested in music ?'], 'empathetic_dialogues': ['I actually just discovered Imagine Dragons. I love them!', "Hahaha that just goes to show ya, age is just a umber!'", 'That would be hard! Do you now Spanish well?'], 'wizard_of_wikipedia': ['NSYNC Also had Lance Bass and Joey Fatone, sometimes called the Fat One.', 'Yes, there are a few K-Pop songs that I have heard good big in the USA. It is the most popular in South Korea and has Western elements of pop.', 'English, beleive it or not.']},
  'guided_chosen_suggestions': ['convai2', '', ''],
  'label_candidates': []}

数据字段

所有拆分的数据字段相同。

• personas ：字符串特征列表。
• additional_context ：字符串特征。
• previous_utterance ：字符串特征列表。
• context ：字符串特征。
• free_messages ：字符串特征列表。
• guided_messgaes ：字符串特征列表。
• suggestions ：包含的字典特征：
  • convai2 ：字符串特征。
  • empathetic_dialogues ：字符串特征。
  • wizard_of_wikipedia ：字符串特征。
• guided_chosen_suggestions ：字符串特征列表。
• label_candidates ：字符串特征列表的列表。

数据拆分

数据集创建

策划理由

More Information Needed

源数据

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注释

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个人和敏感信息

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使用数据的注意事项

数据的社会影响

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偏见讨论

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其他已知限制

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附加信息

数据集策划者

More Information Needed

许可信息

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引用信息

@misc{smith2020evaluating,
    title={Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills},
    author={Eric Michael Smith and Mary Williamson and Kurt Shuster and Jason Weston and Y-Lan Boureau},
    year={2020},
    eprint={2004.08449},
    archivePrefix={arXiv},
    primaryClass={cs.CL}
}

贡献者

感谢 @lewtun 、 @thomwolf 、 @lhoestq 、 @patrickvonplaten 、 @mariamabarham 添加了此数据集。