Tag
#retrieval
4 insights
- ai · arxiv/cs.LG · 4 min
Efficient Rationale Retrieval via Student-Teacher Distillation
Rabtriever reduces computational cost of LLM-based document ranking by distilling cross-encoder knowledge into independent query-document encoders.
Apr 28, 2026 Read → - ai · arxiv/cs.AI · 4 min
MERRIN: Benchmark for Multimodal Search in Noisy Web Data
New benchmark reveals AI agents struggle with real-world web search, achieving only 22% accuracy when retrieving and reasoning across mixed media sources.
Apr 17, 2026 Read → - ai · arxiv/cs.LG · 4 min
Retrieval-Augmented Set Completion for Clinical Code Authoring
A two-stage approach retrieves similar clinical value sets then classifies candidates, outperforming direct LLM generation on standardized medical vocabularies.
Apr 17, 2026 Read → - ai · arxiv/cs.LG · 4 min
Retrieval beats memorization for clinical code selection
A two-stage retrieval-then-classify method outperforms direct LLM generation for assembling clinical value sets from large standardized vocabularies.
Apr 17, 2026 Read →