On the English and Simple English Wiktionaries, Amethyst regularly creates audio pronunciations to entries and her work has been on the Wiktionary Main Page multiple times.
Research
In 2007, Amethyst authored ClueBot and Vandalism on Wikipedia, documenting the heuristic design underlying ClueBot's vandalism detection system, including its scoring methodology and operational results from its first two months of continuous operation. The paper has been cited in subsequent academic literature on automated vandalism detection.[4][5]
