Retrieval-Augmented Generation

Retrieval-Augmented Generation Meets Local Languages for Improved Drug Information Access and Comprehension. ACL 2025 Retrieval-Augmented Generation with Estimation of Source Reliability EMNLP 2025 Retrieval Enhanced Feedback via In-context Neural Error-book EMNLP 2025 Retrieval Models Aren’t Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models ACL 2025 Retrieval of Parallelizable Texts Across Church Slavic Variants COLING 2025 Retrieving Semantics from the Deep: an RAG Solution for Gesture Synthesis CVPR 2025 RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation ACL 2025 REVerSum: A Multi-staged Retrieval-Augmented Generation Method to Enhance Wikipedia Tail Biographies through Personal Narratives COLING 2025 RIRAG: A Bi-Directional Retrieval-Enhanced Framework for Financial Legal QA in ObliQA Shared Task COLING 2025 RJE: A Retrieval-Judgment-Exploration Framework for Efficient Knowledge Graph Question Answering with LLMs EMNLP 2025 RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering EMNLP 2025 s3: You Don’t Need That Much Data to Train a Search Agent via RL EMNLP 2025 SAKI-RAG: Mitigating Context Fragmentation in Long-Document RAG via Sentence-level Attention Knowledge Integration EMNLP 2025 SANCTUARY: An Efficient Evidence-based Automated Fact Checking System ACL 2025 Scalable and Cost Effective High-Cardinality Classification with LLMs via Multi-View Label Representations and Retrieval Augmentation EMNLP 2025 scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation ACL 2025 SEARA: An Automated Approach for Obtaining Optimal Retrievers EMNLP 2025 Search-o1: Agentic Search-Enhanced Large Reasoning Models EMNLP 2025 Seeing Beyond: Enhancing Visual Question Answering with Multi-Modal Retrieval COLING 2025 Select-then-Route : Taxonomy guided Routing for LLMs EMNLP 2025 Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering EMNLP 2025 SelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment EMNLP 2025 Self-Retrieval from Distant Contexts for Document-Level Machine Translation EMNLP 2025 Semantic Contribution-Aware Adaptive Retrieval for Black-Box Models EMNLP 2025 Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation EMNLP 2025