retrieval-augmented generation

UniRAG: A Unified RAG Framework for Knowledge-Intensive Queries with Decomposition, Break-Down Reasoning, and Iterative Rewriting EMNLP 2025 UniRAG: Unified Query Understanding Method for Retrieval Augmented Generation ACL 2025 Unleashing Multi-Hop Reasoning Potential in Large Language Models through Repetition of Misordered Context NAACL 2025 Uplift-RAG: Uplift-Driven Knowledge Preference Alignment for Retrieval-Augmented Generation EMNLP 2025 Utility-Focused LLM Annotation for Retrieval and Retrieval-Augmented Generation EMNLP 2025 VAGUE‐Gate: Plug‐and‐Play Local‐Privacy Shield for Retrieval‐Augmented Generation IJCNLP 2025 VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents CVPR 2025 Veracity: An Open-Source AI Fact-Checking System IJCAI 2025 VeReaFine: Iterative Verification Reasoning Refinement RAG for Hallucination-Resistant on Open-Ended Clinical QA ACL 2025 Verify with Caution: The Pitfalls of Relying on Imperfect Factuality Metrics ACL 2025 VideoRAG: Retrieval-Augmented Generation over Video Corpus ACL 2025 ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents EMNLP 2025 VISA: Retrieval Augmented Generation with Visual Source Attribution ACL 2025 VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents ICLR 2025 VistaWise: Building Cost-Effective Agent with Cross-Modal Knowledge Graph for Minecraft EMNLP 2025 Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark ICLR 2025 VLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training EMNLP 2025 VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation COLING 2025 VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering ACL 2025 Vuyko Mistral: Adapting LLMs for Low-Resource Dialectal Translation ACL 2025 Ward: Provable RAG Dataset Inference via LLM Watermarks ICLR 2025 WavRAG: Audio-Integrated Retrieval Augmented Generation for Spoken Dialogue Models ACL 2025 WebWalker: Benchmarking LLMs in Web Traversal ACL 2025 WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain ACL 2025 Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation EMNLP 2025