Geiger

A geiger counter for online radioactivity. This repo emerged as a playground for text classification approaches to a variety of competitions and shared texts related to online toxicity and abuse detection, including:

• Toxic Comment Classification Challenge
• Coling Trolling, Aggression, and Cyber-bullying

Setup

A makefile has been supplied for conveniently downloading resources and data.

• make coling-english : downloads and unpacks the english training and development data from the Coling Trolling, Aggression, and Cyber-bullying shared task and places under data/.
• make fastata: download fastText vectors to resources/
• make install: pull submodules dependencies including Babylon's fastText multilingual and python library dependencies.
• make toxic: downloads and unpacks dataset from the Toxic Classification Challenge. Note that this requires kaggles cli to be installed and properly configured.
• make clean: removes data in resources/