Code Monkey home page Code Monkey logo

emotional-support-conversation's Introduction

Emotional-Support-Conversation

Copyright © 2021 CoAI Group, Tsinghua University. All rights reserved. Data and codes are for academic research use only.

Codes for the ACL 2021 paper: Towards Emotional Support Dialog Systems

If you request for the ESConv dataset, please contact us through E-mail:

  • Chujie Zheng (郑楚杰): zcj16 AT tsinghua DOT org DOT cn
  • Minlie Huang (黄民烈): aihuang AT tsinghua DOT edu DOT cn

If you use our codes or your research is related to our paper, please kindly cite our paper:

@inproceedings{liu-etal-2021-towards,
  title={Towards Emotional Support Dialog Systems},
  author={Liu, Siyang  and 
    Zheng, Chujie  and 
    Demasi, Orianna  and 
    Sabour, Sahand  and 
    Li, Yu  and 
    Yu, Zhou  and 
    Jiang, Yong  and 
    Huang, Minlie},
  booktitle={Proceedings of the 59th annual meeting of the Association for Computational Linguistics},
  year={2021}
}

Data

The corpus file is ESConv.json. We have collected more conversations with more problem topics. ESConv now contians 1,300 conversations with 10 topic problems.

Statistics

Problem Category

Problem Category ongoing depression breakup with partner job crisis problems with friends academic pressure procras-
tination*
alcohol abuse* issues with parent* sleep problems* appearance anxiety* school bullying* issues with children*
Number 351 239 280 179 156 13 12 18 28 12 2 10

* denotes the new topics added during the second collection. We hope new data supports the future research in transferring the ability of models from old topics to new ones.

Strategy Category

Strategy Category Number
Questions 3801(20.7%)
Self-disclosure 1713(9.3%)
Affirmation and Reassurance 2827(15.4%)
Providing Suggestions 2954(16.1%)
Other 3661(18.3%) / 3341(18.2%)
Reflection of feelings 1436(7.8%)
Information 1215(6.6%)
Restatement or Paraphrasing 1089(5.9%)

Model Implementation

We provide two versions of model implementation:

  • codes is the version that we used in the original experiments
  • codes_zcj is the version reproduced by @chujiezheng

emotional-support-conversation's People

Contributors

chujiezheng avatar

Watchers

James Cloos avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.