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Repository for the paper "On the Federated Detection of Hate Speech"

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COMP0029

License: MIT Open In Colab

This repository contains the required resources to reproduce the results published in the paper "On the Federated Detection of Hate Speech".

WARNING: This repository contains content that is racist, sexist, homophobic, and offensive in many other ways.

Project Setup

Click the 'Open in Colab' badge to open the Google Colab notebook. From within Colab, use the File menu to save the modified notebook to Google Drive. Choose File → Save a copy in Drive and follow the resulting prompts. Upload the dataset, labeled_data.p, to Drive.

'Results_Folders' contains both vizualisations and raw data (in json format) produced by our experiments.

@inproceedings{hateoffensive,
  title = {Automated Hate Speech Detection and the Problem of Offensive Language},
  author = {Davidson, Thomas and Warmsley, Dana and Macy, Michael and Weber, Ingmar}, 
  booktitle = {Proceedings of the 11th International AAAI Conference on Web and Social Media},
  series = {ICWSM '17},
  year = {2017},
  location = {Montreal, Canada},
  pages = {512-515}
  }

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