HyPE improves generative retrieval by first generating hierarchical category paths for explainability and then using path-aware ranking to boost performance.
A web-scale system for scientific knowledge exploration
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Why These Documents? Explainable Generative Retrieval with Hierarchical Category Paths
HyPE improves generative retrieval by first generating hierarchical category paths for explainability and then using path-aware ranking to boost performance.
- SciResearcher: Scaling Deep Research Agents for Frontier Scientific Reasoning