Retrieval-Augmented Generation

GER-LLM: Efficient and Effective Geospatial Entity Resolution with Large Language Model EMNLP 2025 GOLFer: Smaller LMs-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information Retrieval ACL 2025 GRADA: Graph-based Reranking against Adversarial Documents Attack EMNLP 2025 GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding ACL 2025 Graph-of-Thoughts for Fact-Checking with Large Language Models ACL 2025 GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration NAACL 2025 GRAT: Guiding Retrieval-Augmented Reasoning through Process Rewards Tree Search ACL 2025 Harmonizing Diverse Models: A Layer-wise Merging Strategy for Consistent Generation EMNLP 2025 HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation ACL 2025 heiDS at ArchEHR-QA 2025: From Fixed-k to Query-dependent-k for Retrieval Augmented Generation ACL 2025 HELIOS: Harmonizing Early Fusion, Late Fusion, and LLM Reasoning for Multi-Granular Table-Text Retrieval ACL 2025 HierGR: Hierarchical Semantic Representation Enhancement for Generative Retrieval in Food Delivery Search ACL 2025 HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation ACL 2025 How to Compare Things Properly? A Study of Argument Relevance in Comparative Question Answering ACL 2025 HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases ACL 2025 HyKGE: A Hypothesis Knowledge Graph Enhanced RAG Framework for Accurate and Reliable Medical LLMs Responses ACL 2025 Improving AI assistants embedded in short e-learning courses with limited textual content ACL 2025 Improving Context Fidelity via Native Retrieval-Augmented Reasoning EMNLP 2025 Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization ACL 2025 Improving Factuality with Explicit Working Memory ACL 2025 Improving Retrieval Augmented Language Model with Self-Reasoning AAAI 2025 Improving Table Retrieval with Question Generation from Partial Tables ACL 2025 Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents EMNLP 2025 Investigating Context Faithfulness in Large Language Models: The Roles of Memory Strength and Evidence Style ACL 2025 Investigating Language Preference of Multilingual RAG Systems ACL 2025