| An Empirical Study of Retrieval Augmented Generation with Chain-of-Thought | Jul 22, 2024 | FormLogical Reasoning | —Unverified | 0 |
| CL-RAG: Bridging the Gap in Retrieval-Augmented Generation with Curriculum Learning | May 15, 2025 | RAGRetrieval | —Unverified | 0 |
| Enhancing LLM Intelligence with ARM-RAG: Auxiliary Rationale Memory for Retrieval Augmented Generation | Nov 7, 2023 | MathRAG | —Unverified | 0 |
| Enhancing LLM Generation with Knowledge Hypergraph for Evidence-Based Medicine | Mar 18, 2025 | HallucinationRAG | —Unverified | 0 |
| From PowerPoint UI Sketches to Web-Based Applications: Pattern-Driven Code Generation for GIS Dashboard Development Using Knowledge-Augmented LLMs, Context-Aware Visual Prompting, and the React Framework | Feb 12, 2025 | Code GenerationRAG | —Unverified | 0 |
| From Questions to Insightful Answers: Building an Informed Chatbot for University Resources | May 13, 2024 | ChatbotLanguage Modeling | —Unverified | 0 |
| From RAGs to riches: Using large language models to write documents for clinical trials | Feb 26, 2024 | RAGRetrieval | —Unverified | 0 |
| Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs | May 28, 2023 | Question AnsweringRAG | —Unverified | 0 |
| From RAG to Agentic: Validating Islamic-Medicine Responses with LLM Agents | Jun 18, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering | May 18, 2025 | Graph Question AnsweringKnowledge Graphs | —Unverified | 0 |
| A Driver Advisory System Based on Large Language Model for High-speed Train | Jan 14, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Retrieval-Augmented Generation as Noisy In-Context Learning: A Unified Theory and Risk Bounds | Jun 3, 2025 | In-Context LearningNatural Questions | —Unverified | 0 |
| From Standalone LLMs to Integrated Intelligence: A Survey of Compound Al Systems | Jun 5, 2025 | BenchmarkingRAG | —Unverified | 0 |
| CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval | Nov 19, 2024 | DiversityNatural Language Queries | —Unverified | 0 |
| FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG | Oct 14, 2024 | RAGRetrieval | —Unverified | 0 |
| GraphRAG under Fire | Jan 23, 2025 | Knowledge GraphsRAG | —Unverified | 0 |
| Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation | Mar 31, 2025 | Knowledge GraphsQuestion Answering | —Unverified | 0 |
| Enhancing Large Language Model Performance To Answer Questions and Extract Information More Accurately | Jan 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| An Analysis of Hyper-Parameter Optimization Methods for Retrieval Augmented Generation | May 6, 2025 | RAGRetrieval | —Unverified | 0 |
| Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy | Feb 7, 2025 | Information RetrievalMisinformation | —Unverified | 0 |
| Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models | Feb 9, 2025 | Large Language ModelRAG | —Unverified | 0 |
| Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation | Oct 1, 2024 | DescriptiveInductive Bias | —Unverified | 0 |
| Adopting RAG for LLM-Aided Future Vehicle Design | Nov 14, 2024 | ChatbotRAG | —Unverified | 0 |
| Enhancing E-commerce Product Title Translation with Retrieval-Augmented Generation and Large Language Models | Sep 19, 2024 | Machine TranslationRAG | —Unverified | 0 |
| Boosting Lossless Speculative Decoding via Feature Sampling and Partial Alignment Distillation | Aug 28, 2024 | Knowledge DistillationLanguage Modelling | —Unverified | 0 |