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https://github.com/bagustris/isst_2019

Repository for text emotion recognition submitted to ISST 2019

https://github.com/bagustris/isst_2019

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (3.9%) to scientific vocabulary

Keywords

deep-learning emotion-recognition gru text-classification text-processing
Last synced: 5 months ago · JSON representation

Repository

Repository for text emotion recognition submitted to ISST 2019

Basic Info
  • Host: GitHub
  • Owner: bagustris
  • Language: Python
  • Default Branch: master
  • Homepage:
  • Size: 551 KB
Statistics
  • Stars: 4
  • Watchers: 1
  • Forks: 3
  • Open Issues: 0
  • Releases: 0
Topics
deep-learning emotion-recognition gru text-classification text-processing
Created almost 7 years ago · Last pushed almost 4 years ago
Metadata Files
Readme

readme.md

Repository for ISST 2019

Deep learning-based categorical and dimensional text emotion recognition

Layers (for both regression and classification):
- Embedding - GRU - GRU - Dense - Dense

Open each python file for details.

If you use this code, please cite, B.T. Atmaja, Kiyoaki Shirai, Masato Akagi."Deep Learning-based Categorical and Dimensional Emotion Recognition for Written and Spoken Texts." Int. Seminar on Science and Technology, Surabaya. (2019).

Owner

  • Name: Bagus Tris Atmaja
  • Login: bagustris
  • Kind: user
  • Location: Tsukuba
  • Company: AIST

Researcher @aistairc @VibrasticLab

GitHub Events

Total
Last Year

Committers

Last synced: 8 months ago

All Time
  • Total Commits: 10
  • Total Committers: 1
  • Avg Commits per committer: 10.0
  • Development Distribution Score (DDS): 0.0
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Bagus Tris Atmaja b****s@y****m 10

Issues and Pull Requests

Last synced: 8 months ago

All Time
  • Total issues: 2
  • Total pull requests: 0
  • Average time to close issues: 3 days
  • Average time to close pull requests: N/A
  • Total issue authors: 1
  • Total pull request authors: 0
  • Average comments per issue: 2.0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • FriedaSmith (1)
Pull Request Authors
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