thousands-of-questions-about-love's Introduction

Thousands of Questions about Love

Context

RUSSIAN LANGUAGE

This dataset collected from real answers to questions of the mail.ru service: https://otvet.mail.ru/
Category: Love

Content

Data Description

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.

Inspiration

This data can be helpful to create a chit-chat dialogue system. You can use ranking like architecture like DSSM.

Ranking Architectures

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

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