retrieval-augmented generation

Redefining Retrieval Evaluation in the Era of LLMs EACL 2026 ReflectiveRAG: Rethinking Adaptivity in Retrieval-Augmented Generation EACL 2026 REFO: Reinforced Evolutionary Faithfulness Optimization for Large Language Models AAAI 2026 RefusalBench: Generative Evaluation of Selective Refusal in Grounded Language Models EACL 2026 RegionRAG: Region-level Retrieval-Augmented Generation for Visual Document Understanding AAAI 2026 Reinforced Informativeness Optimization for Long-Form Retrieval-Augmented Generation ACL 2026 Relevance-aware Multi-context Contrastive Decoding for Retrieval-augmented Visual Question Answering WACV 2026 Relink: Constructing Query-Driven Evidence Graph On-the-Fly for GraphRAG AAAI 2026 ReproEvalCard: A Reporting Standard for Reproducible Evaluation of LLM Pipelines ACL 2026 Resolving Evidence Sparsity: Agentic Context Engineering for Long-Document Understanding CVPR 2026 Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graph for Retrieval-Augmented Generation EACL 2026 Rethinking Evaluation for LLM Hallucination Detection: A Desiderata, A New RAG-based Benchmark, New Insights ACL 2026 Rethink Representation Learning for Questionnaire Data AAAI 2026 RetouchAgent: Towards Interactive and Explainable Image Retouching with MLLM Agents AAAI 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 Enhancements for RAG: Insights from a Deployed Customer Support Chatbot EACL 2026 Retrieval Heads are Dynamic ACL 2026 RetroLM: Retrieval-Augmented KVs for Long-Context Processing AAAI 2026 RLSeek: Evidence-Grounded Reasoning for RAG Hallucination Detection ACL 2026 RoD-TAL: A Benchmark for Answering Questions in Romanian Driving License Exams EACL 2026 S2G-RAG: Structured Sufficiency and Gap Judging for Iterative Retrieval-Augmented QA ACL 2026 Safe RAG by RAG: Untying the Bell That RAG Rang with the RAG Hand AAAI 2026 SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression ACL 2026 SAR: A Structure-Aligned Reasoning Framework for Temporal Knowledge Graph Question Answering AAAI 2026