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On the Role of Citations in Preference Data

Source
arxiv.org
Author
Yu Hou, Hal Daum\'e III, Rachel Rudinger, William Walden
Date
Why it matters

If you run judges or collect preference data on cited answers, citation count and diversity are quietly moving the scores — and model judges weigh them differently from humans, without seeing the sources.

Terms in this piece · Glossary
  • LLM — A large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.
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