This repository contains both code and data (formal-informal spelling variant pairs) for the purpose of evaluating word embeddings created for social media and informal domains. More details can be found in my paper, "Evaluating Informal-Domain Word Representations With UrbanDictionary".
Additionally, the UrbanDictionary scraper script may be of use for other projects that rely on UrbanDictionary.