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retrieval-augmented generation

1592 papers

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Also known as

RAG

Co-occurring keywords

large language model (13587) question answering (2963) information retrieval (1514) knowledge graph (1837) retrieval augmented generation (330) language model (4599) knowledge retrieval (330) text generation (2913) in-context learning (1405) multi-hop reasoning (423)

Papers

RAGFort: Dual-Path Defense Against Proprietary Knowledge Base Extraction in Retrieval-Augmented Generation AAAI 2026
OPERA: A Reinforcement Learning--Enhanced Orchestrated Planner-Executor Architecture for Reasoning-Oriented Multi-Hop Retrieval AAAI 2026
RetroLM: Retrieval-Augmented KVs for Long-Context Processing AAAI 2026
Beyond Fact Retrieval: Episodic Memory for RAG with Generative Semantic Workspaces AAAI 2026
Are We on the Right Way to Assess Document Retrieval-Augmented Generation? AAAI 2026
ECD: Evidence-guided Contrastive Decoding in Retrieval-Augmented Generation with Accurate Knowledge Reference Adjustment AAAI 2026
Exposing the Cracks: Vulnerabilities of Retrieval-Augmented LLM-based Machine Translation AAAI 2026
Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Robust Response Generation in the Wild AAAI 2026
SRACG: A Code Generation Framework with Selective Retrieval Augmentation AAAI 2026
CP-Search: A Chain Progressive Search Training Framework Incentivizing the Cognitive Behaviors for Searching in LLMs AAAI 2026
MIRAGE: Scaling Test-Time Inference with Parallel Graph-Retrieval-Augmented Reasoning Chains AAAI 2026
MrM: Black-Box Membership Inference Attacks Against Multimodal RAG Systems AAAI 2026
Seeing through the Conflict: Transparent Knowledge Conflict Handling in Retrieval-Augmented Generation AAAI 2026
TAdaRAG: Task Adaptive Retrieval-Augmented Generation via On-the-Fly Knowledge Graph Construction AAAI 2026
LeanRAG: Knowledge-Graph-Based Generation with Semantic Aggregation and Hierarchical Retrieval AAAI 2026
Enhanced Recommendation Systems with Retrieval-Augmented Large Language Model (Abstract Reprint) AAAI 2026
From Natural Language to Executable ETL Flows: The IBM DataStage Assistant AAAI 2026
Graph RAG for Automated Short Answer Grading with Feedback: Bridging Pedagogical Needs and Technical Capabilities AAAI 2026
Value-Driven Memory-Augmented Generation for Agentic LLMs: Towards Structured and Adaptive Knowledge Utilization AAAI 2026
Domain-Specific Retrieval for Retrieval-Augmented Generation: A Case Study on Pertussis Research (Student Abstract) AAAI 2026
Hallucinations at the Firewall AAAI 2026
RAGAR: Retrieval Augmented Personalized Image Generation Guided by Recommendation AAAI 2026
Any2Critical: Safety-Critical Scenario Generation from Arbitrary Real-World Driving Contexts AAAI 2026
Rethink Representation Learning for Questionnaire Data AAAI 2026
Understanding Structured Financial Data with LLMs: A Case Study on Fraud Detection ACL 2026