Entity · technique

Reciprocal Rank Fusion

techniqueactiveprovisionalreciprocal-rank-fusion-f5a1c9eb·1 events·first seen 3h ago

Aliases: Reciprocal Rank Fusion

Co-occurring entities

PubMed BGE BM25 Europe PMC BioASQ 14b GPT-5.5

More like this (12)

adaptive-rank instantiation Robust Dual-Signal Fusion Joint Rating Learning Rank-to-Distill rank-1 approximation reranking encoder-free early fusion FusionRS Spearman Rank Correlation Rank-Constrained Subspace Learning (RCSL)RadGraph F1 hybrid dense-sparse retrieval

Recent events (1)

4arXiv · cs.CL·3h ago·source ↗

Cost-Pragmatic Retrieval Gating and Multi-Model Fusion for BioASQ 2026 Biomedical QA

A BioASQ Task 14B 2026 system paper describes two core design decisions: a cost-pragmatic re-retrieval policy using a BGE cross-encoder quality gate, and a decomposition of multi-model ensemble lift into selection and fusion components. The retrieval pipeline unions dense (BGE + BM25 + RRF) and agent-driven PubMed/Europe PMC/iCite pipelines, achieving R@200 = 99.3% on the BioASQ-13b archive. The team places first on the combined-exact aggregate on three of eight leaderboard tracks and first on Phase B b3 ideal. GPT-5.5 solo retains list-F1 lead over a synonym-union resolver due to precision trade-offs.

Evaluation and Benchmarking Agent and Tool Ecosystem PubMed BGE BM25 +4 more