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Retrieval-augmented Generation

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Showing 551–600 of 2196 papers

TitleStatusHype
Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented GenerationCode0
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail KnowledgeCode0
Mitigating Bias in RAG: Controlling the EmbedderCode0
NeoQA: Evidence-based Question Answering with Generated News EventsCode0
Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-ReasoningCode0
Memorization and Knowledge Injection in Gated LLMsCode0
Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form StoriesCode0
CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck ModelsCode0
4bit-Quantization in Vector-Embedding for RAGCode0
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAGCode0
MindScope: Exploring cognitive biases in large language models through Multi-Agent SystemsCode0
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
Causal Cartographer: From Mapping to Reasoning Over Counterfactual WorldsCode0
Medical large language models are easily distractedCode0
Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical StudyCode0
MedImageInsight: An Open-Source Embedding Model for General Domain Medical ImagingCode0
MedMobile: A mobile-sized language model with expert-level clinical capabilitiesCode0
MEMERAG: A Multilingual End-to-End Meta-Evaluation Benchmark for Retrieval Augmented GenerationCode0
Network-informed Prompt Engineering against Organized Astroturf Campaigns under Extreme Class ImbalanceCode0
LTRR: Learning To Rank Retrievers for LLMsCode0
LSRP: A Leader-Subordinate Retrieval Framework for Privacy-Preserving Cloud-Device CollaborationCode0
Mathematical Reasoning for Unmanned Aerial Vehicles: A RAG-Based Approach for Complex Arithmetic ReasoningCode0
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
LLMs in Biomedicine: A study on clinical Named Entity RecognitionCode0
Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials ScienceCode0
LLMQuoter: Enhancing RAG Capabilities Through Efficient Quote Extraction From Large ContextsCode0
LLM Embedding-based Attribution (LEA): Quantifying Source Contributions to Generative Model's Response for Vulnerability AnalysisCode0
LLM Robustness Against Misinformation in Biomedical Question AnsweringCode0
Can Github issues be solved with Tree Of Thoughts?Code0
Safeguarding Multimodal Knowledge Copyright in the RAG-as-a-Service EnvironmentCode0
LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based RankingCode0
LLM4VV: Developing LLM-Driven Testsuite for Compiler ValidationCode0
LLMs are Biased Evaluators But Not Biased for Retrieval Augmented GenerationCode0
Software Model Evolution with Large Language Models: Experiments on Simulated, Public, and Industrial DatasetsCode0
Lightweight Relevance Grader in RAGCode0
Annotative IndexingCode0
LeRAAT: LLM-Enabled Real-Time Aviation Advisory ToolCode0
Likelihood as a Performance Gauge for Retrieval-Augmented GenerationCode0
Learning Efficient and Generalizable Graph Retriever for Knowledge-Graph Question AnsweringCode0
Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented GenerationCode0
Large Language Model Can Be a Foundation for Hidden Rationale-Based RetrievalCode0
LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs - No Silver Bullet for LC or RAG RoutingCode0
Large Language Models Reflect Human Citation Patterns with a Heightened Citation BiasCode0
Bridging the Gap Between Open-Source and Proprietary LLMs in Table QACode0
Large Language Models Struggle in Token-Level Clinical Named Entity RecognitionCode0
List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented GenerationCode0
MCCoder: Streamlining Motion Control with LLM-Assisted Code Generation and Rigorous VerificationCode0
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian PhilosophyCode0
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