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Retrieval-augmented Generation

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TitleStatusHype
Federated Retrieval-Augmented Generation: A Systematic Mapping Study—0
Federated Retrieval Augmented Generation for Multi-Product Question Answering—0
Enhancing Multilingual Information Retrieval in Mixed Human Resources Environments: A RAG Model Implementation for Multicultural Enterprise—0
Chatmap : Large Language Model Interaction with Cartographic Data—0
FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation—0
Enhancing Long-Term Memory using Hierarchical Aggregate Tree for Retrieval Augmented Generation—0
Financial Analysis: Intelligent Financial Data Analysis System Based on LLM-RAG—0
ChatQA: Surpassing GPT-4 on Conversational QA and RAG—0
FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models—0
Enhancing Long Context Performance in LLMs Through Inner Loop Query Mechanism—0
FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation—0
FIND: Fine-grained Information Density Guided Adaptive Retrieval-Augmented Generation for Disease Diagnosis—0
FineFilter: A Fine-grained Noise Filtering Mechanism for Retrieval-Augmented Large Language Models—0
Enhancing LLMs for Power System Simulations: A Feedback-driven Multi-agent Framework—0
Fine-Grained Guidance for Retrievers: Leveraging LLMs' Feedback in Retrieval-Augmented Generation—0
Bridging Industrial Expertise and XR with LLM-Powered Conversational Agents—0
An Empirical Study of Retrieval Augmented Generation with Chain-of-Thought—0
Enhancing LLM Intelligence with ARM-RAG: Auxiliary Rationale Memory for Retrieval Augmented Generation—0
Enhancing LLM Generation with Knowledge Hypergraph for Evidence-Based Medicine—0
ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems—0
Fine-Tuning Large Language Models and Evaluating Retrieval Methods for Improved Question Answering on Building Codes—0
Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs—0
Fine-Tuning or Fine-Failing? Debunking Performance Myths in Large Language Models—0
Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs—0
Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering—0
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