retrieval-augmented generation

LLM-as-a-Judge for Low-Resource Languages: Adapting Ragas and Comparative Ranking for Romanian EACL 2026 LLM-Generated Text May Harm Your Retrieval! A Robust Detection Strategy for Retrieval-Augmented Generation ACL 2026 Logic Matters in Lightweight Hallucination Classification for RAG System ACL 2026 M3DocDep: Multi-modal, Multi-page, Multi-document Dependency Chunking with Large Vision-Language Models CVPR 2026 M^3KG-RAG: Multi-hop Multimodal Knowledge Graph-enhanced Retrieval-Augmented Generation CVPR 2026 M4-RAG: A Massive-Scale Multilingual Multi-Cultural Multimodal RAG CVPR 2026 MAB-DQA: Addressing Query Aspect Importance in Document Question Answering with Multi-Armed Bandits ACL 2026 MARCH: Multi-Agent Radiology Clinical Hierarchy for CT Report Generation ACL 2026 MARCH: Multi-Agent Reinforced Check for Hallucination ACL 2026 Mask-to-Correct+: Leveraging Retriever Diversity for Masking-guided Faithful Fact Correction ACL 2026 MAVIS: A Benchmark for Multimodal Source Attribution in Long-form Visual Question Answering AAAI 2026 MED-COPILOT: A Medical Assistant Powered by GraphRAG and Similar Patient Case Retrieval ACL 2026 MegaRAG: Multimodal Knowledge Graph-Based Retrieval Augmented Generation ACL 2026 MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents AAAI 2026 Mem-PAL: Towards Memory-based Personalized Dialogue Assistants for Long-term User-Agent Interaction AAAI 2026 MetaBench: A Multi-task Benchmark for Assessing LLMs in Metabolomics ACL 2026 MindFlayer at SemEval-2026 Task 8:DUALRAG:Answerability-Aware Generation for Multi-Turn RAG Conversations SemEval 2026 MINDS at SemEval-2026-Task 1: Enhancing Humor Generation through RAG and Synthetic DPO Alignment SemEval 2026 MiniRAG: A Lightweight RAG system with Small Language Models ACL 2026 MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Long-tail Knowledge ACL 2026 MIRAGE: Scaling Test-Time Inference with Parallel Graph-Retrieval-Augmented Reasoning Chains AAAI 2026 Mitigating Context Interference for Reliable and Efficient Search Agents ACL 2026 Mitigating Legal Hallucinations via Symbolic Constraints and Analogical Precedents ACL 2026 MMhops-R1: Multimodal Multi-hop Reasoning AAAI 2026 MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Knowledge Poisoning Attacks ACL 2026