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Retrieval-augmented Generation

Papers

Showing 901950 of 2196 papers

TitleStatusHype
GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs0
GEC-RAG: Improving Generative Error Correction via Retrieval-Augmented Generation for Automatic Speech Recognition Systems0
Enhancing LLM Generation with Knowledge Hypergraph for Evidence-Based Medicine0
GEM: Empowering LLM for both Embedding Generation and Language Understanding0
Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs0
GenAI-powered Multi-Agent Paradigm for Smart Urban Mobility: Opportunities and Challenges for Integrating Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) with Intelligent Transportation Systems0
Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution0
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering0
Generating a Low-code Complete Workflow via Task Decomposition and RAG0
Generating Diverse Q&A Benchmarks for RAG Evaluation with DataMorgana0
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
Generative AI in Cybersecurity: A Comprehensive Review of LLM Applications and Vulnerabilities0
Command A: An Enterprise-Ready Large Language Model0
Generative AI for Low-Carbon Artificial Intelligence of Things with Large Language Models0
Generative AI in Health Economics and Outcomes Research: A Taxonomy of Key Definitions and Emerging Applications, an ISPOR Working Group Report0
Retrieval-Augmented Generation as Noisy In-Context Learning: A Unified Theory and Risk Bounds0
Generative AI in Transportation Planning: A Survey0
Generative AI Is Not Ready for Clinical Use in Patient Education for Lower Back Pain Patients, Even With Retrieval-Augmented Generation0
Generative Information Retrieval Evaluation0
Generative Language Models with Retrieval Augmented Generation for Automated Short Answer Scoring0
Natural Language Programming in Medicine: Administering Evidence Based Clinical Workflows with Autonomous Agents Powered by Generative Large Language Models0
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation0
Generative Sign-description Prompts with Multi-positive Contrastive Learning for Sign Language Recognition0
GenSco: Can Question Decomposition based Passage Alignment improve Question Answering?0
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
GeoRAG: A Question-Answering Approach from a Geographical Perspective0
An Analysis of Hyper-Parameter Optimization Methods for Retrieval Augmented Generation0
ComRAG: Retrieval-Augmented Generation with Dynamic Vector Stores for Real-time Community Question Answering in Industry0
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
GLLM: Self-Corrective G-Code Generation using Large Language Models with User Feedback0
GNN-ACLP: Graph Neural Networks based Analog Circuit Link Prediction0
Adopting RAG for LLM-Aided Future Vehicle Design0
Good/Evil Reputation Judgment of Celebrities by LLMs via Retrieval Augmented Generation0
GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models0
Enhancing E-commerce Product Title Translation with Retrieval-Augmented Generation and Large Language Models0
GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning0
Boosting Lossless Speculative Decoding via Feature Sampling and Partial Alignment Distillation0
An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering0
Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation0
Enhancing Code Translation in Language Models with Few-Shot Learning via Retrieval-Augmented Generation0
Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Check0
GraphAide: Advanced Graph-Assisted Query and Reasoning System0
Homa at SemEval-2025 Task 5: Aligning Librarian Records with OntoAligner for Subject Tagging0
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey0
Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities0
Honest AI: Fine-Tuning "Small" Language Models to Say "I Don't Know", and Reducing Hallucination in RAG0
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