Retrieval-Augmented Generation

ReAG: Reasoning-Augmented Generation for Knowledge-based Visual Question Answering CVPR 2026 Red-teaming Retrieval-Augmented Diffusion Models via Poisoning Knowledge Bases CVPR 2026 Reinforced Informativeness Optimization for Long-Form Retrieval-Augmented Generation ACL 2026 ReproEvalCard: A Reporting Standard for Reproducible Evaluation of LLM Pipelines ACL 2026 Rethinking Evaluation for LLM Hallucination Detection: A Desiderata, A New RAG-based Benchmark, New Insights ACL 2026 Retrieval as Generation: A Unified Framework with Self-Triggered Information Planning ACL 2026 Retrieval-Augmented Defense: Adaptive and Controllable Jailbreak Prevention for Large Language Models ACL 2026 Retrieval Heads are Dynamic ACL 2026 RoboFailRing: Retrieval-Augmented and Language Grounding Failure Detection for VLM-enabled Robotic Manipulation ACL 2026 RobustVisRAG: Causality-Aware Vision-Based Retrieval-Augmented Generation under Visual Degradations CVPR 2026 S2G-RAG: Structured Sufficiency and Gap Judging for Iterative Retrieval-Augmented QA ACL 2026 SAGE: A Search-AuGmented Evaluation of Large Language Models on Free-Form QA ACL 2026 SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression ACL 2026 SCAIR: Schema-Conditioned Agentic Iterative Reasoning for Enterprise Knowledge Graphs ACL 2026 Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding ACL 2026 Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration ACL 2026 SchemaRAG: Dynamic Large Schema Reduction for LLM-driven Structured Information Extraction ACL 2026 Search-P1: Path-Centric Reward Shaping for Stable and Efficient Agentic RAG Training ACL 2026 Seeing the Scene Matters: Revealing Forgetting in Video Understanding Models with a Scene-Aware Long-Video Benchmark CVPR 2026 Sifei at SemEval-2026 Task 8: Hybrid Retrieval and Query Rewriting for Multi-Turn RAG SemEval 2026 Situated Embedding Models for Context-Aware Dense Retrieval ACL 2026 SlugRAG at SemEval-2026 Task 8: Domain-Specific Fine-Tuning and Model Scaling for Multi-Turn RAG Retrieval SemEval 2026 Smarter, not Bigger: Fine-Tuned RAG-Enhanced LLMs for Automotive Hardware-in-the-Loop Testing ACL 2026 SPARKLE: A Structured and Plug-and-play Agentic Retrieval Policy for Adaptive RAG Models ACL 2026 SpecAgent: A Speculative Retrieval and Forecasting Agent for Code Completion ACL 2026