Profiler captures citation patterns efficiently without learning or bias, DAVINCI integrates it for reranking, and a new inductive temporal evaluation yields SOTA results on citation recommendation benchmarks.
Raging against the literature: Llm- powered dataset mention extraction,
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Public Profile Matters: A Scalable Integrated Approach to Recommend Citations in the Wild
Profiler captures citation patterns efficiently without learning or bias, DAVINCI integrates it for reranking, and a new inductive temporal evaluation yields SOTA results on citation recommendation benchmarks.