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Retrieval-augmented Generation

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Showing 926–950 of 2196 papers

TitleStatusHype
Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation—0
Enhancing Large Language Model Performance To Answer Questions and Extract Information More Accurately—0
GeoRAG: A Question-Answering Approach from a Geographical Perspective—0
An Analysis of Hyper-Parameter Optimization Methods for Retrieval Augmented Generation—0
ComRAG: Retrieval-Augmented Generation with Dynamic Vector Stores for Real-time Community Question Answering in Industry—0
Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy—0
Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models—0
Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation—0
GLLM: Self-Corrective G-Code Generation using Large Language Models with User Feedback—0
GNN-ACLP: Graph Neural Networks based Analog Circuit Link Prediction—0
Adopting RAG for LLM-Aided Future Vehicle Design—0
Good/Evil Reputation Judgment of Celebrities by LLMs via Retrieval Augmented Generation—0
GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models—0
Enhancing E-commerce Product Title Translation with Retrieval-Augmented Generation and Large Language Models—0
GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning—0
Boosting Lossless Speculative Decoding via Feature Sampling and Partial Alignment Distillation—0
An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering—0
Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation—0
Enhancing Code Translation in Language Models with Few-Shot Learning via Retrieval-Augmented Generation—0
Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Check—0
GraphAide: Advanced Graph-Assisted Query and Reasoning System—0
Homa at SemEval-2025 Task 5: Aligning Librarian Records with OntoAligner for Subject Tagging—0
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey—0
Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities—0
Honest AI: Fine-Tuning "Small" Language Models to Say "I Don't Know", and Reducing Hallucination in RAG—0
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