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Retrieval-Augmented Models

Covers techniques that combine retrieval and models, including long-term conversational memory, personalization, robustness, and modular model composition.

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Retrieval-Augmented Models · Page 2

  1. MKG-RAG-Bench: new benchmark for multimodal KG retrievalThe Brieftide
  2. PMDformer: Patch-Mean Transformer for Long-Term ForecastingThe Brieftide
  3. Knowledge-augmented Agentic AI for psychiatric medication infoThe Brieftide
  4. Generative Retrieval MO-DiT+HPPO: arXiv paper and resultsThe Brieftide
  5. Estimating Uncertainty in Classifier Performance: LLMsThe Brieftide
  6. Selective Parametric Consolidation: EVAF, loop-drift benchmarksThe Brieftide
  7. Causal Reinforcement Learning: arXiv primer by Bareinboim et alThe Brieftide
  8. TS-RAG: Taxonomic Strategy RAG raises persuasion win rate to 78.5%The Brieftide
  9. FedEPD: Federated Long-Tailed Graph Learning, 4.97% gainThe Brieftide
  10. ReMMD: Multilingual Multi-Image Benchmark and Agent ReleaseThe Brieftide
  11. Causal Caution in LLMs: Suppression in Practical AdviceThe Brieftide
  12. CompressKV: KV-cache compression keeps 97% with 3%The Brieftide
  13. MemClaw: Governed Shared Memory for Multi-Agent LLMsThe Brieftide
  14. Quranic ASR: Wav2Vec2-XLSR-53 hits WER 0.08, beats CitrinetThe Brieftide
  15. MACR: Explicit Knowledge Conflict Resolution for LLMsThe Brieftide
  16. ViT-based confidence scoring of student scientific drawingsThe Brieftide
  17. Selective Verification (Sevra): budget-aware reasoning, benchmarksThe Brieftide
  18. Negi and Yilmaz: Optimal Scheduling in QA Forums and CapacityThe Brieftide
  19. Multi-Agent Transactive Memory: shared agent trajectoriesThe Brieftide
  20. Residual-Space Evolutionary Optimization via Flow ModelsThe Brieftide
  21. MetaResearcher: Self-Reflective RL for Scalable ResearchThe Brieftide
  22. REVEAL++: Differentiable retinal vision-language model for AD riskThe Brieftide
  23. CombEval: Benchmarking combinatorial counting in 11 LLMsThe Brieftide
  24. User as Engram: Per-user memory edits, arXiv paper 2026 by BojieThe Brieftide

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