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Dataset · Hugging Face

miklia/llm-citation-recommendation-bias-six-models

LLM reference selection: six models choosing ten references from thirty Replication materials for Jason Miklian, Textual Similarity and Regional Variation in LLM Reference Selection (working paper, University of Oslo, 2026; arXiv posting to follow). Six language models from six firms (gpt-5.4-mini, claude-haiku-4-5, gemini-3.5-flash, grok-4.20, deepseek-v4-flash, qwen-flash) were each shown a published paper's title and abstract and thirty candidate references drawn from that… See the full description on the dataset page: https://huggingface.co/datasets/miklia/llm-citation-recommendation-bias-

Author / organizationmiklia
License (as declared)cc-by-4.0
Downloads590 (as reported by Hugging Face)
Likes0
Created2 October 2026
Last updated at source2 October 2026
citation-recommendationreference-selectionllm-evaluationllm-biasgeographic-biasgender-biasglobal-southscientometricsscience-of-sciencescholarly-communicationopenalexbenchmarkcomputational-social-science
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