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Retrieval-augmented Generation

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TitleStatusHype
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree SearchCode2
DISC-FinLLM: A Chinese Financial Large Language Model based on Multiple Experts Fine-tuningCode2
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor SearchCode2
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to RefuseCode2
Datrics Text2SQL. A Framework for Natural Language to SQL Query GenerationCode2
CtrlA: Adaptive Retrieval-Augmented Generation via Inherent ControlCode2
CyberMetric: A Benchmark Dataset based on Retrieval-Augmented Generation for Evaluating LLMs in Cybersecurity KnowledgeCode2
LLM4Ranking: An Easy-to-use Framework of Utilizing Large Language Models for Document RerankingCode2
LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge GraphsCode2
MetaOpenFOAM: an LLM-based multi-agent framework for CFDCode2
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