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Keras implementation of a hierarchical CNN based model to detect Big Five personality traits

Home Page: https://sentic.net/deep-learning-based-personality-detection.pdf

Python 100.00%

keras-bigfive-personality-traits's Introduction

New Keras implementation of " Deep Learning-Based Document Modeling for Personality Detection from Text "

  • Python3
  • Keras
An old implementation of the paper was made by the authors with Python 2 and Theono , in this version the model architecture is more understandable from the code
The memory consummation is optimized in this work

This code implements the model discussed in Deep Learning-Based Document Modeling for Personality Detection from Text for detection of Big-Five personality traits, namely:

  • Extroversion
  • Neuroticism
  • Agreeableness
  • Conscientiousness
  • Openness model architecture

keras-bigfive-personality-traits's People

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Suhas Aggarwal avatar Suhas Aggarwal avatar

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