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On the Role of Citations in Preference Data
Author1, Author2, Author3, Author4, Author5
citationpreference modelingNLPLLM
2608.21376
Builder Relevance
2h ago70%
Abstract
This paper investigates how citations influence human and LLM preferences in scientific question answering.
Reality Card
Core Claim
Humans prefer more diverse citations but fewer overall, while LLMs exhibit citation-related preferences that vary by model and data.
Method / Result
Humans showed a preference for diverse citations in pairwise judgments.
Limitations
The study's findings may vary based on the specific LLMs and datasets used, limiting generalizability.
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