LLM recommendations of important AI research favor recent, well-cited, team-authored papers, but do not measurably over-represent male, white, or developed-country scholars relative to a human-curated benchmark.
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2024 1verdicts
REJECT 1representative citing papers
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Who Gets Recommended? Investigating Gender, Race, and Country Disparities in Paper Recommendations from Large Language Models
LLM recommendations of important AI research favor recent, well-cited, team-authored papers, but do not measurably over-represent male, white, or developed-country scholars relative to a human-curated benchmark.