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Retrieval-augmented Generation

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Showing 501–550 of 2196 papers

TitleStatusHype
Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge EnhancementCode2
Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation—0
SCORE: Story Coherence and Retrieval Enhancement for AI Narratives—0
An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering—0
GRASP: Municipal Budget AI Chatbots for Enhancing Civic Engagement—0
SalesRLAgent: A Reinforcement Learning Approach for Real-Time Sales Conversion Prediction and Optimization—0
Memory-Aware and Uncertainty-Guided Retrieval for Multi-Hop Question Answering—0
Citegeist: Automated Generation of Related Work Analysis on the arXiv CorpusCode0
Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense RetrievalCode1
DAT: Dynamic Alpha Tuning for Hybrid Retrieval in Retrieval-Augmented Generation—0
Understanding Inequality of LLM Fact-Checking over Geographic Regions with Agent and Retrieval models—0
Preference-based Learning with Retrieval Augmented Generation for Conversational Question AnsweringCode0
Multi-Task Semantic Communications via Large Models—0
Real-Time Evaluation Models for RAG: Who Detects Hallucinations Best?—0
OntoAligner: A Comprehensive Modular and Robust Python Toolkit for Ontology AlignmentCode2
AutoPsyC: Automatic Recognition of Psychodynamic Conflicts from Semi-structured Interviews with Large Language Models—0
ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented GenerationCode1
HyperGraphRAG: Retrieval-Augmented Generation with Hypergraph-Structured Knowledge RepresentationCode3
Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack—0
A Survey of Multimodal Retrieval-Augmented Generation—0
Reasoning Beyond Limits: Advances and Open Problems for LLMs—0
DEMENTIA-PLAN: An Agent-Based Framework for Multi-Knowledge Graph Retrieval-Augmented Generation in Dementia Care—0
Dewey Long Context Embedding Model: A Technical Report—0
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree SearchCode2
RALLRec+: Retrieval Augmented Large Language Model Recommendation with ReasoningCode0
CausalRAG: Integrating Causal Graphs into Retrieval-Augmented Generation—0
RGL: A Graph-Centric, Modular Framework for Efficient Retrieval-Augmented Generation on GraphsCode2
G-DexGrasp: Generalizable Dexterous Grasping Synthesis Via Part-Aware Prior Retrieval and Prior-Assisted Generation—0
GridMind: A Multi-Agent NLP Framework for Unified, Cross-Modal NFL Data Insights—0
Improving RAG for Personalization with Author Features and Contrastive ExamplesCode0
Video SimpleQA: Towards Factuality Evaluation in Large Video Language Models—0
ModiGen: A Large Language Model-Based Workflow for Multi-Task Modelica Code Generation—0
Fact-checking AI-generated news reports: Can LLMs catch their own lies?—0
ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses—0
MedPlan:A Two-Stage RAG-Based System for Personalized Medical Plan Generation—0
Retrieval Augmented Generation and Understanding in Vision: A Survey and New OutlookCode3
GINGER: Grounded Information Nugget-Based Generation of ResponsesCode0
Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QACode0
An LLM-Powered Clinical Calculator Chatbot Backed by Verifiable Clinical Calculators and their Metadata—0
Autonomous Radiotherapy Treatment Planning Using DOLA: A Privacy-Preserving, LLM-Based Optimization Agent—0
RustEvo^2: An Evolving Benchmark for API Evolution in LLM-based Rust Code GenerationCode0
Financial Analysis: Intelligent Financial Data Analysis System Based on LLM-RAG—0
FutureGen: LLM-RAG Approach to Generate the Future Work of Scientific ArticleCode0
Typed-RAG: Type-aware Multi-Aspect Decomposition for Non-Factoid Question AnsweringCode0
Tuning LLMs by RAG Principles: Towards LLM-native MemoryCode1
Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language ModelsCode1
Towards Lighter and Robust Evaluation for Retrieval Augmented GenerationCode0
Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities—0
Enhancing Pancreatic Cancer Staging with Large Language Models: The Role of Retrieval-Augmented Generation—0
Optimizing Retrieval Strategies for Financial Question Answering Documents in Retrieval-Augmented Generation SystemsCode1
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