Giter Site home page Giter Site logo

pahan-absa's Introduction

Position-aware Hybrid Attention Network for Aspect-Level Sentiment Analysis

Code for Paper "Position-aware Hybrid Attention Network for Aspect-Level Sentiment Analysis"

CCIR, 2020

Model

Requirements

  • python==3.7
  • tensorflow-gpu=1.13.1
  • cuda=10.2
  • scikit-learn
  • matplotlib

Training

python main.py

Evaluate

python infer.py

Citation

@inproceedings{zheng2020position,
    title = {Position-aware Hybrid Attention Network for Aspect-Level Sentiment Analysis},
    author = {Zheng, Yongqiang and Li, Xia and Su, Guixin and Ma, Junteng and Ning, Chaolin},
    booktitle = {Information Retrieval: 26th China Conference, CCIR 2020, Xi'an, China, August 14--16, 2020, Proceedings 26},
    series = {Lecture Notes in Computer Science},
    volume = {12285},
    pages = {83--95},
    year = {2020},
    doi = {10.1007/978-3-030-56725-5_7},
    url = {https://doi.org/10.1007/978-3-030-56725-5_7},
}

pahan-absa's People

Contributors

yongqiangzheng avatar

Stargazers

 avatar

Watchers

 avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.