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Retrieval-augmented Generation

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Showing 1851–1900 of 2196 papers

TitleStatusHype
Graph-Augmented LLMs for Personalized Health Insights: A Case Study in Sleep Analysis—0
Found in the Middle: Calibrating Positional Attention Bias Improves Long Context Utilization—0
FS-RAG: A Frame Semantics Based Approach for Improved Factual Accuracy in Large Language ModelsCode0
Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM GenerationCode0
Towards Retrieval Augmented Generation over Large Video Libraries—0
A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG SystemsCode0
Integrating Knowledge Retrieval and Large Language Models for Clinical Report Correction—0
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs—0
Pistis-RAG: Enhancing Retrieval-Augmented Generation with Human Feedback—0
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering—0
TTQA-RS- A break-down prompting approach for Multi-hop Table-Text Question Answering with Reasoning and Summarization—0
QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMsCode0
Relation Extraction with Fine-Tuned Large Language Models in Retrieval Augmented Generation Frameworks—0
DIRAS: Efficient LLM Annotation of Document Relevance in Retrieval Augmented GenerationCode0
SEC-QA: A Systematic Evaluation Corpus for Financial QA—0
StackRAG Agent: Improving Developer Answers with Retrieval-Augmented GenerationCode0
Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation—0
Improving Zero-shot LLM Re-Ranker with Risk Minimization—0
WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia—0
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented GenerationCode0
FoRAG: Factuality-optimized Retrieval Augmented Generation for Web-enhanced Long-form Question Answering—0
Think-then-Act: A Dual-Angle Evaluated Retrieval-Augmented Generation—0
From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries—0
RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation—0
Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding—0
Identifying Performance-Sensitive Configurations in Software Systems through Code Analysis with LLM Agents—0
Intermediate Distillation: Data-Efficient Distillation from Black-Box LLMs for Information Retrieval—0
Retrieval-Augmented Generation for Generative Artificial Intelligence in Medicine—0
Iterative Utility Judgment Framework via LLMs Inspired by Relevance in Philosophy—0
CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAGCode0
Satyrn: A Platform for Analytics Augmented GenerationCode0
Fine-Tuning or Fine-Failing? Debunking Performance Myths in Large Language Models—0
Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering CapabilitiesCode0
Evaluating the Efficacy of Open-Source LLMs in Enterprise-Specific RAG Systems: A Comparative Study of Performance and ScalabilityCode0
SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation—0
Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG—0
Current state of LLM Risks and AI Guardrails—0
Automating Pharmacovigilance Evidence Generation: Using Large Language Models to Produce Context-Aware SQL—0
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate DisclosuresCode0
HIRO: Hierarchical Information Retrieval OptimizationCode0
Action2Sound: Ambient-Aware Generation of Action Sounds from Egocentric Videos—0
Blowfish: Topological and statistical signatures for quantifying ambiguity in semantic search—0
Ad Auctions for LLMs via Retrieval Augmented Generation—0
Battling Botpoop using GenAI for Higher Education: A Study of a Retrieval Augmented Generation Chatbots Impact on Learning—0
TelecomRAG: Taming Telecom Standards with Retrieval Augmented Generation and LLMs—0
Scholarly Question Answering using Large Language Models in the NFDI4DataScience GatewayCode0
Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis—0
DR-RAG: Applying Dynamic Document Relevance to Retrieval-Augmented Generation for Question-Answering—0
The Impact of Quantization on Retrieval-Augmented Generation: An Analysis of Small LLMs—0
Enhancing Long-Term Memory using Hierarchical Aggregate Tree for Retrieval Augmented Generation—0
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