ScholarQuest is a taxonomy-guided benchmark for agentic academic paper search that shows agentic methods beat single-shot baselines but reach only 0.314 Recall@100 and 0.355 Recall@All.
arXiv preprint arXiv:2507.15245 , year=
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ScholarQuest: A Taxonomy-Guided Benchmark for Agentic Academic Paper Search in Open Literature Environments
ScholarQuest is a taxonomy-guided benchmark for agentic academic paper search that shows agentic methods beat single-shot baselines but reach only 0.314 Recall@100 and 0.355 Recall@All.
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AiraXiv: An AI-Driven Open-Access Platform for Human and AI Scientists
AiraXiv is a proposed AI-driven platform for open preprints that supports human and AI authors with interactive UI and MCP-based interactions, validated by serving as the submission system for ICAIS 2025.