kkuroma/GraphIV_benchmarks

GraphIV Benchmarks Motivation Existing literature search benchmark, like LitSearch, often matches a query to a list of one or a few papers. As many research questions can be answered by multiple research papers that often complement each other, often in the form of a literature review cohort, I find existing benchmarks lacking for automated research agents. As such, I built three benchmarks that score a retriever against what arXiv's own reviews cite, often as a… See the full description on the dataset page: https://huggingface.co/datasets/kkuroma/GraphIV_benchmarks.

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