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Retrieval-augmented Generation

Papers

Showing 551575 of 2196 papers

TitleStatusHype
Chainpoll: A high efficacy method for LLM hallucination detectionCode0
A Reality Check on Context Utilisation for Retrieval-Augmented GenerationCode0
MCCoder: Streamlining Motion Control with LLM-Assisted Code Generation and Rigorous VerificationCode0
Mathematical Reasoning for Unmanned Aerial Vehicles: A RAG-Based Approach for Complex Arithmetic ReasoningCode0
Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials ScienceCode0
Medical large language models are easily distractedCode0
CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck ModelsCode0
4bit-Quantization in Vector-Embedding for RAGCode0
LLMs in Biomedicine: A study on clinical Named Entity RecognitionCode0
LSRP: A Leader-Subordinate Retrieval Framework for Privacy-Preserving Cloud-Device CollaborationCode0
Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMsCode0
A Quick, trustworthy spectral knowledge Q&A system leveraging retrieval-augmented generation on LLMCode0
LLMQuoter: Enhancing RAG Capabilities Through Efficient Quote Extraction From Large ContextsCode0
Causal Cartographer: From Mapping to Reasoning Over Counterfactual WorldsCode0
LLM Robustness Against Misinformation in Biomedical Question AnsweringCode0
Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical StudyCode0
LLM Embedding-based Attribution (LEA): Quantifying Source Contributions to Generative Model's Response for Vulnerability AnalysisCode0
LLM4VV: Developing LLM-Driven Testsuite for Compiler ValidationCode0
LLMs are Biased Evaluators But Not Biased for Retrieval Augmented GenerationCode0
LTRR: Learning To Rank Retrievers for LLMsCode0
Software Model Evolution with Large Language Models: Experiments on Simulated, Public, and Industrial DatasetsCode0
Lightweight Relevance Grader in RAGCode0
Can Open-Source LLMs Compete with Commercial Models? Exploring the Few-Shot Performance of Current GPT Models in Biomedical TasksCode0
Can LLMs reason over extended multilingual contexts? Towards long-context evaluation beyond retrieval and haystacksCode0
LeRAAT: LLM-Enabled Real-Time Aviation Advisory ToolCode0
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