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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 3
- SAGE unlearning fix: post-hoc sanitization for LLM retentionThe Brieftide

- Safety Reflection Pretraining for LLMs, 1.7B model testsThe Brieftide

- BeliefDiffusion: diffusion models + MPC for navigationThe Brieftide

- Attribution-Guided pruning for MoE: 5.27× memory cut on Qwen3-30BThe Brieftide

- CAREATTACK: Conflict-aware retriever edits for RAG attacksThe Brieftide

- Sparse Autoencoders: Intervention Failure and Recovery RiskThe Brieftide

- Large Language Models: Persona Manifold Collapse and LimitsThe Brieftide

- DecoSearch Text-to-SQL (DeepSeek): 88.31% Spider, 70.53% BIRDThe Brieftide

- HyGRAG: Hierarchical Graph RAG improves multi-hop reasoning 9.7%The Brieftide

- Verbal Reinforcement Learning: Closing the Feedback LoopThe Brieftide

- FinAcumen: Financial Multimodal Reasoning Framework PaperThe Brieftide

- E3RL: 4B and 8B models beat AIME SOTA by 5.349%/6.514%The Brieftide

- FlowRAG: Frequency-Aware Multi-Granularity GraphRAG, arXiv 16 JunThe Brieftide

- Fusing Foundation Models and Knowledge Graphs: A RoadmapThe Brieftide

- SERAF: Semantics-Enhanced Retrieval for Time Series ForecastingThe Brieftide

- Visual-Seeker: visual-native multimodal search surpasses rivalsThe Brieftide

- Trust Between AI Agents: measuring formation, breakageThe Brieftide

- CONCORD: Sparse Asynchronous Aggregation for Device-Cloud RAGThe Brieftide

- Reliability-Aware Inference reduces visual hallucinations in MLLMsThe Brieftide

- ChatPlanner: LLM framework for personalized transit routingThe Brieftide

- RecurrReason benchmark: Recurrent Reasoning on symbolic puzzlesThe Brieftide

- Microsoft Research Mirage: latent spatial memory, 10.57x fasterThe Brieftide

- Anthropic and Stanford: why larger LLMs learn rare skillsThe Brieftide

- LLM Research Papers 2026 (Jan–May): Curated list and trendsThe Brieftide
