facebook/blenderbot-400M-distill
Text2Text Generation
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A dataset of 7k conversations explicitly designed to exhibit multiple conversation modes: displaying personality, having empathy, and demonstrating knowledge.
An example of 'train' looks as follows.
{
'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': []}
The data fields are the same among all splits.
personas
: a list
of string
features.additional_context
: a string
feature.previous_utterance
: a list
of string
features.context
: a string
feature.free_messages
: a list
of string
features.guided_messgaes
: a list
of string
features.suggestions
: a dictionary feature containing:convai2
: a string
feature.empathetic_dialogues
: a string
feature.wizard_of_wikipedia
: a string
feature.guided_chosen_suggestions
: a list
of string
features.label_candidates
: a list
of lists
of string
features.name | train | validation | test |
---|---|---|---|
default | 4819 | 1009 | 980 |
@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}
}
Thanks to @lewtun, @thomwolf, @lhoestq, @patrickvonplaten, @mariamabarham for adding this dataset.