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Artificial Intelligence › Core AI ›

Retrieval-Augmented Generation

147 papers

Papers per year

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5

141

Papers

CheckRLM: Effective Knowledge–Thought Coherence Checking in Retrieval-Augmented Reasoning ACL 2026

QuDAR: Query-Wise Dual-Perspective Adaptive Retrieval ACL 2026

SPARKLE: A Structured and Plug-and-play Agentic Retrieval Policy for Adaptive RAG Models ACL 2026

MARCH: Multi-Agent Reinforced Check for Hallucination ACL 2026

M3-VQA: A Benchmark for Multimodal, Multi-Entity, Multi-Hop Visual Question Answering ACL 2026

Mind Reader: Latent User Demand-Guided Content Optimization for Generative Search Engine ACL 2026

Retrieval-Augmented Defense: Adaptive and Controllable Jailbreak Prevention for Large Language Models ACL 2026

Deep-Reporter: Deep Research for Grounded Multimodal Long-Form Generation ACL 2026

Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety ACL 2026

Understanding the Behaviors of Environment-aware Information Retrieval ACL 2026

Don’t Corrupt the Fact: A Trustworthy RAG Watermarking Framework based on Dual Factual Shield ACL 2026

GRAD: Generalizing RAG Adaptation with Decoding ACL 2026

MegaRAG: Multimodal Knowledge Graph-Based Retrieval Augmented Generation ACL 2026

Situated Embedding Models for Context-Aware Dense Retrieval ACL 2026

Improving Retrieval-Augmented Generation without Taxonomy-based Error Categorization ACL 2026

ReproEvalCard: A Reporting Standard for Reproducible Evaluation of LLM Pipelines ACL 2026

Defense Against Knowledge Poisoning Attack on GraphRAG ACL 2026

What Makes AI Research Replicable? Executable Knowledge Graphs as Scientific Knowledge Representations ACL 2026

FactSearch: An Interactive Agentic Fact Search System for Verifying Large Language Model Outputs ACL 2026

MED-COPILOT: A Medical Assistant Powered by GraphRAG and Similar Patient Case Retrieval ACL 2026

PathBuilder: A Quality-Controlled LLM System for Personalized Learning Pathways ACL 2026

FD-NL2SQL: Feedback-Driven Clinical NL2SQL that Improves with Use ACL 2026

Test-Time Strategies for More Efficient and Accurate Agentic RAG ACL 2026

Smarter, not Bigger: Fine-Tuned RAG-Enhanced LLMs for Automotive Hardware-in-the-Loop Testing ACL 2026

Is Agentic RAG worth it? An experimental comparison of RAG approaches ACL 2026