The detoX Browser Extension is a tool designed to enhance one's online experience on the Twitter platform by promoting a safer and more respectful digital environment. Specifically tailored for the context of Philippine politics, this extension is engineered to detect and address hate speech in election-related and politics-related content on Twitter.
It makes use of a fine-tuned BERT model, particularly the RoBERTA Tagalog Base variant, which was trained using a dataset containing tweets from the 2016 and 2022 Philippine elections.
You can install the live extension from the Chrome Web Store!
- Hate Speech Filipino: hate_speech_filipino
- Combined Dataset: mapsoriano/2016_2022_hate_speech_filipino
- RoBERTA Tagalog Base Model: jcblaise/roberta-tagalog-base
- Fine-tuned Model: mapsoriano/roberta-tagalog-base-philippine-elections-2016-2022-hate-speech
- Chrome Web Store: detoX
- Install the dependencies by running the command
npm install. - Generate a production build using the command
npm run build. This will create adistfolder containing the necessary files. - Open Google Chrome or any Chromium-based browser, and access the extensions page. In Google Chrome, this can be done by navigating to
chrome://extensions/. - Enable
Developer modefrom the top right corner of the browser window. - Click on
Load unpacked. - Select the generated
distfolder. - Ensure that the detoX API is up and running.
- You can now start using the detoX Browser Extension for Twitter.
| Name | Contribution |
|---|---|
| 🌟 Dr. Mary Jane Rabena | Our Thesis Adviser |
| 🌟 Dr. Arlan Dela Cruz | Our Thesis Co-Adviser |
| 🌟 Ms. Abijah Louise Dela Cruz | Dataset Validator |
| 🌟 Dr. Alma Theresa Manaloto | Expert Evaluator |
| 🌟 Dr. Ocirne Jun-Jun Liwanag | Expert Evaluator |
| 🌟 Mr. Arvin del Rosario | Expert Evaluator |
| 🌟 Mr. John Montes | Expert Evaluator |
| 🌟 Mr. Nelson Dizon | Expert Evaluator |
| 🌟 Mr. Alberto Castro Jr. | Expert Evaluator |
| 🌟 Mr. Blaise Cruz | Publisher of the RoBERTa Tagalog Base model and the Hate Speech Filipino Dataset |
- 👧 Danica L. Castro
- 👧 Lenina Jemima V. Dizon
- 👧 Alliyah Joyce M. Sarip
- 👦 Mark Aaron P. Soriano