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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.
98 briefs
Retrieval-Augmented Models · Page 2
- MKG-RAG-Bench: new benchmark for multimodal KG retrievalThe Brieftide

- PMDformer: Patch-Mean Transformer for Long-Term ForecastingThe Brieftide

- Knowledge-augmented Agentic AI for psychiatric medication infoThe Brieftide

- Generative Retrieval MO-DiT+HPPO: arXiv paper and resultsThe Brieftide

- Estimating Uncertainty in Classifier Performance: LLMsThe Brieftide

- Selective Parametric Consolidation: EVAF, loop-drift benchmarksThe Brieftide

- Causal Reinforcement Learning: arXiv primer by Bareinboim et alThe Brieftide

- TS-RAG: Taxonomic Strategy RAG raises persuasion win rate to 78.5%The Brieftide

- FedEPD: Federated Long-Tailed Graph Learning, 4.97% gainThe Brieftide

- ReMMD: Multilingual Multi-Image Benchmark and Agent ReleaseThe Brieftide

- Causal Caution in LLMs: Suppression in Practical AdviceThe Brieftide

- CompressKV: KV-cache compression keeps 97% with 3%The Brieftide

- MemClaw: Governed Shared Memory for Multi-Agent LLMsThe Brieftide

- Quranic ASR: Wav2Vec2-XLSR-53 hits WER 0.08, beats CitrinetThe Brieftide

- MACR: Explicit Knowledge Conflict Resolution for LLMsThe Brieftide

- ViT-based confidence scoring of student scientific drawingsThe Brieftide

- Selective Verification (Sevra): budget-aware reasoning, benchmarksThe Brieftide

- Negi and Yilmaz: Optimal Scheduling in QA Forums and CapacityThe Brieftide

- Multi-Agent Transactive Memory: shared agent trajectoriesThe Brieftide

- Residual-Space Evolutionary Optimization via Flow ModelsThe Brieftide

- MetaResearcher: Self-Reflective RL for Scalable ResearchThe Brieftide

- REVEAL++: Differentiable retinal vision-language model for AD riskThe Brieftide

- CombEval: Benchmarking combinatorial counting in 11 LLMsThe Brieftide

- User as Engram: Per-user memory edits, arXiv paper 2026 by BojieThe Brieftide
