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Retrieval-augmented Generation

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TitleStatusHype
Graph-based Retrieval Augmented Generation for Dynamic Few-shot Text Classification—0
QuIM-RAG: Advancing Retrieval-Augmented Generation with Inverted Question Matching for Enhanced QA Performance—0
Political Events using RAG with LLMs—0
FlippedRAG: Black-Box Opinion Manipulation Adversarial Attacks to Retrieval-Augmented Generation Models—0
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications—0
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit—0
Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation—0
Automating Legal Concept Interpretation with LLMs: Retrieval, Generation, and Evaluation—0
PersonaAI: Leveraging Retrieval-Augmented Generation and Personalized Context for AI-Driven Digital Avatars—0
CarbonChat: Large Language Model-Based Corporate Carbon Emission Analysis and Climate Knowledge Q&A System—0
ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning—0
Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practiceCode0
Decoding the Flow: CauseMotion for Emotional Causality Analysis in Long-form Conversations—0
ChatHuman: Chatting about 3D Humans with Tools—0
A review of faithfulness metrics for hallucination assessment in Large Language Models—0
An Overview and Discussion on Using Large Language Models for Implementation Generation of Solutions to Open-Ended Problems—0
MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation—0
Retrieval-Augmented Generation with Graphs (GraphRAG)Code0
CancerKG.ORG A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care—0
TimeRAF: Retrieval-Augmented Foundation model for Zero-shot Time Series Forecasting—0
Retrieval-Augmented Generation for Mobile Edge Computing via Large Language Model—0
Enhanced Multimodal RAG-LLM for Accurate Visual Question Answering—0
EdgeRAG: Online-Indexed RAG for Edge Devices—0
Dialogue Director: Bridging the Gap in Dialogue Visualization for Multimodal Storytelling—0
Understanding the Impact of Confidence in Retrieval Augmented Generation: A Case Study in the Medical DomainCode0
A Comprehensive Framework for Reliable Legal AI: Combining Specialized Expert Systems and Adaptive Refinement—0
From Interests to Insights: An LLM Approach to Course Recommendations Using Natural Language QueriesCode0
GeAR: Graph-enhanced Agent for Retrieval-augmented Generation—0
Pirates of the RAG: Adaptively Attacking LLMs to Leak Knowledge Bases—0
Molly: Making Large Language Model Agents Solve Python Problem More Logically—0
EvoPat: A Multi-LLM-based Patents Summarization and Analysis Agent—0
DynaGRAG | Exploring the Topology of Information for Advancing Language Understanding and Generation in Graph Retrieval-Augmented Generation—0
Dynamic Multi-Agent Orchestration and Retrieval for Multi-Source Question-Answer Systems using Large Language Models—0
A Survey of Query Optimization in Large Language Models—0
A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression—0
Contrato360 2.0: A Document and Database-Driven Question-Answer System using Large Language Models and Agents—0
RAGONITE: Iterative Retrieval on Induced Databases and Verbalized RDF for Conversational QA over KGs with RAG—0
LLM Agent for Fire Dynamics Simulations—0
A Reality Check on Context Utilisation for Retrieval-Augmented GenerationCode0
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail KnowledgeCode0
Large Language Model Can Be a Foundation for Hidden Rationale-Based RetrievalCode0
Speech Retrieval-Augmented Generation without Automatic Speech Recognition—0
TimeRAG: BOOSTING LLM Time Series Forecasting via Retrieval-Augmented Generation—0
AlzheimerRAG: Multimodal Retrieval Augmented Generation for PubMed articles—0
Formal Language Knowledge Corpus for Retrieval Augmented Generation—0
Towards More Robust Retrieval-Augmented Generation: Evaluating RAG Under Adversarial Poisoning AttacksCode0
InfoTech Assistant : A Multimodal Conversational Agent for InfoTechnology Web Portal Queries—0
On the Suitability of pre-trained foundational LLMs for Analysis in German Legal Education—0
HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases—0
MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering—0
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