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Retrieval-augmented Generation

Papers

Showing 13511400 of 2196 papers

TitleStatusHype
Application of NotebookLM, a Large Language Model with Retrieval-Augmented Generation, for Lung Cancer Staging0
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 Research0
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 Cloud0
Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation0
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 RAG0
Exploring the Meaningfulness of Nearest Neighbor Search in High-Dimensional Space0
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 QA0
Driving with Regulation: Interpretable Decision-Making for Autonomous Vehicles with Retrieval-Augmented Reasoning via LLM0
TableRAG: Million-Token Table Understanding with Language ModelsCode0
Inference Scaling for Long-Context Retrieval Augmented Generation0
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 Models0
Consistent Autoformalization for Constructing Mathematical LibrariesCode0
A Large Language Model-based Framework for Semi-Structured Tender Document Retrieval-Augmented Generation0
ORAssistant: A Custom RAG-based Conversational Assistant for OpenROAD0
Misinformation with Legal Consequences (MisLC): A New Task Towards Harnessing Societal Harm of Misinformation0
Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval Augmented Generation0
Scalable Frame-based Construction of Sociocultural NormBases for Socially-Aware Dialogues0
A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions0
Reward-RAG: Enhancing RAG with Reward Driven Supervision0
Grounding Large Language Models In Embodied Environment With Imperfect World Models0
UncertaintyRAG: Span-Level Uncertainty Enhanced Long-Context Modeling for Retrieval-Augmented Generation0
Intrinsic Evaluation of RAG Systems for Deep-Logic Questions0
Streamlining Conformal Information Retrieval via Score Refinement0
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers0
ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent CollaborationCode1
Undesirable Memorization in Large Language Models: A Survey0
Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization0
How Much Can RAG Help the Reasoning of LLM?0
IoT-LLM: Enhancing Real-World IoT Task Reasoning with Large Language Models0
Enhancing Retrieval in QA Systems with Derived Feature AssociationCode0
Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks0
BordIRlines: A Dataset for Evaluating Cross-lingual Retrieval-Augmented GenerationCode0
Open-RAG: Enhanced Retrieval-Augmented Reasoning with Open-Source Large Language ModelsCode2
Classifying Peace in Global Media Using RAG and Intergroup Reciprocity0
Optimizing and Evaluating Enterprise Retrieval-Augmented Generation (RAG): A Content Design PerspectiveCode0
UniAdapt: A Universal Adapter for Knowledge Calibration0
Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic analysis0
Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation0
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"Code2
QAEncoder: Towards Aligned Representation Learning in Question Answering SystemCode2
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language ModelsCode0
BSharedRAG: Backbone Shared Retrieval-Augmented Generation for the E-commerce Domain0
Beyond Scores: A Modular RAG-Based System for Automatic Short Answer Scoring with FeedbackCode0
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