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Retrieval-augmented Generation

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TitleStatusHype
Application of NotebookLM, a Large Language Model with Retrieval-Augmented Generation, for Lung Cancer Staging—0
Automating Bibliometric Analysis with Sentence Transformers and Retrieval-Augmented Generation (RAG): A Pilot Study in Semantic and Contextual Search for Customized Literature Characterization for High-Impact Urban Research—0
LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge GraphsCode2
LightRAG: Simple and Fast Retrieval-Augmented GenerationCode14
Fortify Your Foundations: Practical Privacy and Security for Foundation Model Deployments In The Cloud—0
Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation—0
Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQACode1
Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG—0
Exploring the Meaningfulness of Nearest Neighbor Search in High-Dimensional Space—0
Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language ModelsCode0
GARLIC: LLM-Guided Dynamic Progress Control with Hierarchical Weighted Graph for Long Document QA—0
Driving with Regulation: Interpretable Decision-Making for Autonomous Vehicles with Retrieval-Augmented Reasoning via LLM—0
TableRAG: Million-Token Table Understanding with Language ModelsCode0
Inference Scaling for Long-Context Retrieval Augmented Generation—0
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community RetrievalCode2
MindScope: Exploring cognitive biases in large language models through Multi-Agent SystemsCode0
Assessing the Performance of Human-Capable LLMs -- Are LLMs Coming for Your Job?—0
Metadata-based Data Exploration with Retrieval-Augmented Generation for Large Language Models—0
Consistent Autoformalization for Constructing Mathematical LibrariesCode0
A Large Language Model-based Framework for Semi-Structured Tender Document Retrieval-Augmented Generation—0
ORAssistant: A Custom RAG-based Conversational Assistant for OpenROAD—0
Misinformation with Legal Consequences (MisLC): A New Task Towards Harnessing Societal Harm of Misinformation—0
Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval Augmented Generation—0
Scalable Frame-based Construction of Sociocultural NormBases for Socially-Aware Dialogues—0
A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions—0
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