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Retrieval-augmented Generation

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Showing 351–400 of 2196 papers

TitleStatusHype
CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck ModelsCode0
UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and GranularitiesCode2
Mem0: Building Production-Ready AI Agents with Scalable Long-Term MemoryCode16
OpenTCM: A GraphRAG-Empowered LLM-based System for Traditional Chinese Medicine Knowledge Retrieval and Diagnosis—0
Can LLMs Be Trusted for Evaluating RAG Systems? A Survey of Methods and Datasets—0
Chatbot Arena Meets Nuggets: Towards Explanations and Diagnostics in the Evaluation of LLM Responses—0
Reconstructing Context: Evaluating Advanced Chunking Strategies for Retrieval-Augmented GenerationCode0
TreeHop: Generate and Filter Next Query Embeddings Efficiently for Multi-hop Question AnsweringCode1
Enhancing Speech-to-Speech Dialogue Modeling with End-to-End Retrieval-Augmented GenerationCode1
RAG LLMs are Not Safer: A Safety Analysis of Retrieval-Augmented Generation for Large Language Models—0
LLMpatronous: Harnessing the Power of LLMs For Vulnerability Detection—0
A RAG-Based Multi-Agent LLM System for Natural Hazard Resilience and AdaptationCode1
FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation—0
Synergizing RAG and Reasoning: A Systematic Review—0
The Viability of Crowdsourcing for RAG EvaluationCode0
CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction—0
A LoRA-Based Approach to Fine-Tuning LLMs for Educational Guidance in Resource-Constrained SettingsCode0
Efficient Document Retrieval with G-RetrieverCode0
POLYRAG: Integrating Polyviews into Retrieval-Augmented Generation for Medical Applications—0
The Great Nugget Recall: Automating Fact Extraction and RAG Evaluation with Large Language Models—0
Retrieval Augmented Generation Evaluation in the Era of Large Language Models: A Comprehensive SurveyCode2
Transparentize the Internal and External Knowledge Utilization in LLMs with Trustworthy Citation—0
LLMs as Data Annotators: How Close Are We to Human Performance—0
Support Evaluation for the TREC 2024 RAG Track: Comparing Human versus LLM Judges—0
AlignRAG: Leveraging Critique Learning for Evidence-Sensitive Retrieval-Augmented ReasoningCode1
ResNetVLLM-2: Addressing ResNetVLLM's Multi-Modal Hallucinations—0
FinSage: A Multi-aspect RAG System for Financial Filings Question Answering—0
Towards Optimal Circuit Generation: Multi-Agent Collaboration Meets Collective IntelligenceCode0
LegalRAG: A Hybrid RAG System for Multilingual Legal Information Retrieval—0
SCRAG: Social Computing-Based Retrieval Augmented Generation for Community Response Forecasting in Social Media Environments—0
Fashion-RAG: Multimodal Fashion Image Editing via Retrieval-Augmented Generation—0
Secure Multifaceted-RAG for Enterprise: Hybrid Knowledge Retrieval with Security Filtering—0
RAG Without the Lag: Interactive Debugging for Retrieval-Augmented Generation Pipelines—0
CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models—0
InstructRAG: Leveraging Retrieval-Augmented Generation on Instruction Graphs for LLM-Based Task Planning—0
Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Reliable Response Generation in the Wild—0
CDF-RAG: Causal Dynamic Feedback for Adaptive Retrieval-Augmented GenerationCode1
Can LLMs reason over extended multilingual contexts? Towards long-context evaluation beyond retrieval and haystacksCode0
Retrieval-Augmented Generation with Conflicting EvidenceCode1
ACoRN: Noise-Robust Abstractive Compression in Retrieval-Augmented Language Models—0
Uncertainty-Aware Trajectory Prediction via Rule-Regularized Heteroscedastic Deep ClassificationCode0
A Visual RAG Pipeline for Few-Shot Fine-Grained Product Classification—0
A Human-AI Comparative Analysis of Prompt Sensitivity in LLM-Based Relevance JudgmentCode0
On the Feasibility of Using MultiModal LLMs to Execute AR Social Engineering Attacks—0
Towards Conversational AI for Human-Machine Collaborative MLOps—0
Benchmarking Biopharmaceuticals Retrieval-Augmented Generation Evaluation—0
LayoutCoT: Unleashing the Deep Reasoning Potential of Large Language Models for Layout Generation—0
Timing Analysis Agent: Autonomous Multi-Corner Multi-Mode (MCMM) Timing Debugging with Timing Debug Relation Graph—0
Enhancing Autonomous Driving Systems with On-Board Deployed Large Language ModelsCode2
Exploring the Role of Knowledge Graph-Based RAG in Japanese Medical Question Answering with Small-Scale LLMs—0
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