Wikipedia editors who used LLMs reported that experienced editors expanded their contributions, while newcomers were pushed into editorial judgment they lacked skills for and saw their LLM-assisted edits rejected.
Content Translation: Computer-assisted translation tool for Wikipedia articles
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abstract
The quality and quantity of articles in each Wikipedia language varies greatly. Translating from another Wikipedia is a natural way to add more content, but the translation process is not properly supported in the software used by Wikipedia. Past computer-assisted translation tools built for Wikipedia are not commonly used. We created a tool that adapts to the specific needs of an open community and to the kind of content in Wikipedia. Qualitative and quantitative data indicates that the new tool helps users translate articles easier and faster.
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LLMs in Wikipedia: Investigating How LLMs Impact Participation in Knowledge Communities
Wikipedia editors who used LLMs reported that experienced editors expanded their contributions, while newcomers were pushed into editorial judgment they lacked skills for and saw their LLM-assisted edits rejected.