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Retrieval-augmented Generation

Papers

Showing 876900 of 2196 papers

TitleStatusHype
An Empirical Study of Retrieval Augmented Generation with Chain-of-Thought0
CL-RAG: Bridging the Gap in Retrieval-Augmented Generation with Curriculum Learning0
Enhancing LLM Intelligence with ARM-RAG: Auxiliary Rationale Memory for Retrieval Augmented Generation0
Enhancing LLM Generation with Knowledge Hypergraph for Evidence-Based Medicine0
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 Framework0
From Questions to Insightful Answers: Building an Informed Chatbot for University Resources0
From RAGs to riches: Using large language models to write documents for clinical trials0
Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs0
From RAG to Agentic: Validating Islamic-Medicine Responses with LLM Agents0
Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering0
A Driver Advisory System Based on Large Language Model for High-speed Train0
Retrieval-Augmented Generation as Noisy In-Context Learning: A Unified Theory and Risk Bounds0
From Standalone LLMs to Integrated Intelligence: A Survey of Compound Al Systems0
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval0
FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG0
GraphRAG under Fire0
Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation0
Enhancing Large Language Model Performance To Answer Questions and Extract Information More Accurately0
An Analysis of Hyper-Parameter Optimization Methods for Retrieval Augmented Generation0
Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy0
Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models0
Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation0
Adopting RAG for LLM-Aided Future Vehicle Design0
Enhancing E-commerce Product Title Translation with Retrieval-Augmented Generation and Large Language Models0
Boosting Lossless Speculative Decoding via Feature Sampling and Partial Alignment Distillation0
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