HyBIRD adds point, cone, and factorized hyperbolic bridges over a frozen dense retriever for methodology inspiration retrieval, reaching 59.034 mAP on the MIR benchmark while producing query need profiles and evidence bundles.
Title resolution pending
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
fields
cs.IR 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
A survey that categorizes RIR benchmarks by domain and modality, proposes a taxonomy for integrating reasoning into retrieval pipelines, and outlines key challenges.
citing papers explorer
-
HyBIRD: Hyperbolic Bridge Retrieval and Diagnosis for Methodology Inspiration Retrieval
HyBIRD adds point, cone, and factorized hyperbolic bridges over a frozen dense retriever for methodology inspiration retrieval, reaching 59.034 mAP on the MIR benchmark while producing query need profiles and evidence bundles.
-
A Survey of Reasoning-Intensive Retrieval: Progress and Challenges
A survey that categorizes RIR benchmarks by domain and modality, proposes a taxonomy for integrating reasoning into retrieval pipelines, and outlines key challenges.