https://github.com/steciuk/lnr-hurftul-humor-detector

Hurtful Humor Detector
https://github.com/steciuk/lnr-hurftul-humor-detector

humor-detection machine-learning nlp prejudice python scikit-learn transformers

Last synced: 18 days ago
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Hurtful Humor Detector

• Host: GitHub
• URL: https://github.com/steciuk/lnr-hurftul-humor-detector
• Owner: steciuk
• Created: 2023-03-28T10:18:18.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2023-08-06T14:18:28.000Z (over 1 year ago)
• Last Synced: 2024-11-10T07:33:54.106Z (3 months ago)
• Topics: humor-detection, machine-learning, nlp, prejudice, python, scikit-learn, transformers
• Language: Jupyter Notebook
• Homepage:
• Size: 38.9 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Hurtful Humor Detector

Project for the Natural Language Recognition course at the Universitat Politècnica de Valencia, during the spring semester of 2023.

**Project supervisors:** Reynier Ortega Bueno, Paolo Rosso

**Grade:** 10/10

## Description

The aim of the project was to use machine learning in order to explore the use of humor to communicate prejudice towards minorities, analyzing Spanish tweets that are prejudicial towards:

- Women and feminists

- LGBTIQ community

- Immigrants and racially discriminated people

- Overweight people

More information about the premise of the project can be found [**here**](doc/PW3.pdf).

## Results

Project code and results can be found in the [**notebook**](project.ipynb).

Project raport/description can be found [**here**](doc/REPORT.pdf).