Anthology ID: 2020.gamnlp-1.3 Volume: Workshop on Games and Natural Language Processing Month: May Year: 2020 Address: Marseille, France Venues: GAMESandNLP After filtering the data, the system detected manually introduced text errors and also genuine errors in the texts that were not noticed when they were introduced into the game. The prototype was tested by 35 players in a evaluation experiment, creating 4,764 annotations. People play the game for entertainment while they make valuable annotations to locate text errors. Gamification is achieved by introducing the idea of steganography as the entertaining game element. To solve the problem, a prototype computer game called Cipher was developed that encourages people to identify errors in text.
Abstract Errors commonly exist in machine-generated documents and publication materials however, some correction algorithms do not perform well for complex errors and it is costly to employ humans to do the task.
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