RUSSIAN LANGUAGE
This dataset collected from real answers to questions of the mail.ru service: https://otvet.mail.ru/
Category: Love
We have 82628 questions and 530511 answers!
{
"question": "string, which contains question",
"comment": "string, sometimes question have comment better reveals the essence of the issue",
"sub_category": "string of sub category",
"author": "string contains author nickname",
"author_rating": {
"category": "string - type of author rating",
"value": "string with rating"
},
"answers": [{
"text": "string - text",
"author_rating": "same to author_rating"
}],
"poll": [{
"text": "string - text",
"score": "string - how many points scored this option"
}]
}Answers or poll can be empty. Sometimes user chooses to make a poll and sets the options themselves. First answer is the best answer.
This data can be helpful to create a chit-chat dialogue system. You can use ranking like architecture like DSSM.
| Name | Url |
|---|---|
| Learning Deep Structured Semantic Models for Web Search using Clickthrough Data (DSSM) | https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/cikm2013_DSSM_fullversion.pdf |
| Applying Deep Learning to answer selection: a study and an open task | https://arxiv.org/pdf/1508.01585.pdf |
| LSTM-Based Deep Learning Models for Nonfactoid answer selection | https://arxiv.org/pdf/1511.04108.pdf |
| Universal Sentence Encoder | https://arxiv.org/pdf/1803.11175.pdf |