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5 results for "retrieval"
- ai · arxiv/cs.AI · 8 min
Schema-Grounded Memory Outperforms Search-Based AI Recall
Treating AI memory as a structured database rather than a retrieval problem improves accuracy and reliability for production agents.
May 1, 2026 Read → - ai · hackernoon · 6 min
Continuity in AI agents requires architecture, not bigger memory stores
A solo builder argues that persistent AI identity depends on scheduled cognition cycles and narrative compression, not retrieval systems.
Apr 30, 2026 Read → - 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.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 →