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Retrieval-augmented Generation

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Showing 176–200 of 2196 papers

TitleStatusHype
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to RefuseCode2
Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-LearningCode2
Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge EnhancementCode2
Benchmarking Retrieval-Augmented Generation in Multi-Modal ContextsCode2
LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question AnsweringCode2
QAEncoder: Towards Aligned Representation Learning in Question Answering SystemCode2
Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge GraphCode2
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor SearchCode2
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree SearchCode2
CodeRAG-Bench: Can Retrieval Augment Code Generation?Code2
EfficientRAG: Efficient Retriever for Multi-Hop Question AnsweringCode2
LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval and DistillationCode2
Benchmarking Large Language Models in Retrieval-Augmented GenerationCode2
RGL: A Graph-Centric, Modular Framework for Efficient Retrieval-Augmented Generation on GraphsCode2
LLM4Ranking: An Easy-to-use Framework of Utilizing Large Language Models for Document RerankingCode2
Active Retrieval Augmented GenerationCode2
Language Model Powered Digital Biology with BRADCode2
CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation GenerationCode2
LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge GraphsCode2
ActiveRAG: Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented AgentsCode2
AiSAQ: All-in-Storage ANNS with Product Quantization for DRAM-free Information RetrievalCode2
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM GenerationCode2
LegalBench-RAG: A Benchmark for Retrieval-Augmented Generation in the Legal DomainCode2
LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmented SearchersCode2
LatteReview: A Multi-Agent Framework for Systematic Review Automation Using Large Language ModelsCode2
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