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Retrieval-augmented Generation

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Showing 1801–1850 of 2196 papers

TitleStatusHype
Lynx: An Open Source Hallucination Evaluation Model—0
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting—0
Investigating LLMs as Voting Assistants via Contextual Augmentation: A Case Study on the European Parliament Elections 2024—0
Beyond Benchmarks: Evaluating Embedding Model Similarity for Retrieval Augmented Generation SystemsCode0
Examining Long-Context Large Language Models for Environmental Review Document Comprehension—0
FACTS About Building Retrieval Augmented Generation-based Chatbots—0
A Simple Architecture for Enterprise Large Language Model Applications based on Role based security and Clearance Levels using Retrieval-Augmented Generation or Mixture of Experts—0
Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models—0
RAMO: Retrieval-Augmented Generation for Enhancing MOOCs Recommendations—0
Are LLMs Correctly Integrated into Software Systems?—0
GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning—0
EventChat: Implementation and user-centric evaluation of a large language model-driven conversational recommender system for exploring leisure events in an SME context—0
Rethinking Visual Prompting for Multimodal Large Language Models with External Knowledge—0
Automated C/C++ Program Repair for High-Level Synthesis via Large Language Models—0
NutriBench: A Dataset for Evaluating Large Language Models on Nutrition Estimation from Meal Descriptions—0
CaseGPT: a case reasoning framework based on language models and retrieval-augmented generation—0
DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation—0
Meta-prompting Optimized Retrieval-augmented Generation—0
Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning—0
A Comparative Study of DSL Code Generation: Fine-Tuning vs. Optimized Retrieval Augmentation—0
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs—0
Synthetic Multimodal Question Generation—0
Why does in-context learning fail sometimes? Evaluating in-context learning on open and closed questionsCode0
Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented GenerationCode0
Face4RAG: Factual Consistency Evaluation for Retrieval Augmented Generation in Chinese—0
Optimization of Retrieval-Augmented Generation Context with Outlier Detection—0
Exploring Advanced Large Language Models with LLMsuite—0
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation—0
Hybrid RAG-empowered Multi-modal LLM for Secure Data Management in Internet of Medical Things: A Diffusion-based Contract Approach—0
SecGenAI: Enhancing Security of Cloud-based Generative AI Applications within Australian Critical Technologies of National Interest—0
Memory^3: Language Modeling with Explicit Memory—0
Large Language Models Struggle in Token-Level Clinical Named Entity RecognitionCode0
Answering real-world clinical questions using large language model based systems—0
BioKGBench: A Knowledge Graph Checking Benchmark of AI Agent for Biomedical ScienceCode0
SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs—0
LLM4DESIGN: An Automated Multi-Modal System for Architectural and Environmental Design—0
RAVEN: Multitask Retrieval Augmented Vision-Language Learning—0
Development and Evaluation of a Retrieval-Augmented Generation Tool for Creating SAPPhIRE Models of Artificial Systems—0
Generating Is Believing: Membership Inference Attacks against Retrieval-Augmented Generation—0
Which Neurons Matter in IR? Applying Integrated Gradients-based Methods to Understand Cross-Encoders—0
AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation—0
AI-native Memory: A Pathway from LLMs Towards AGI—0
Multi-step Inference over Unstructured Data—0
Evaluating Quality of Answers for Retrieval-Augmented Generation: A Strong LLM Is All You Need—0
Poisoned LangChain: Jailbreak LLMs by LangChain—0
Assessing "Implicit" Retrieval Robustness of Large Language Models—0
Software Model Evolution with Large Language Models: Experiments on Simulated, Public, and Industrial DatasetsCode0
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems—0
Context-augmented Retrieval: A Novel Framework for Fast Information Retrieval based Response Generation using Large Language Model—0
On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models—0
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