The authors constructed Wiki-Talkie from Wikipedia Talk pages in English, German, Spanish, French, and Italian, spanning two language families.
Comment history outperforms explicit personas for simulating human discussion behavior
A multilingual benchmark from Wikipedia Talk pages reveals systematic biases toward agreeableness in LLM agents
Big Tech
Dennis Fucci · Andrea Bacciu · Dong Liu · Weronika Łajewska · Saab Mansour
Amazon
Research Digest··2 min read
The authors introduce Wiki-Talkie, a multilingual dataset of real Wikipedia discussions with ground-truth user personas across five languages.
Why this paper
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Comment history outperforms explicit persona descriptions for simulating human discussion patterns in multilingual agent interactions.
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