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Retrieval-augmented Generation

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TitleStatusHype
Multi-Meta-RAG: Improving RAG for Multi-Hop Queries using Database Filtering with LLM-Extracted MetadataCode1
Block-Attention for Efficient RAGCode1
Optimizing Retrieval Strategies for Financial Question Answering Documents in Retrieval-Augmented Generation SystemsCode1
AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge ReasoningCode1
Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented GenerationCode1
DebateQA: Evaluating Question Answering on Debatable KnowledgeCode1
AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information AssistantCode1
MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning AttacksCode1
MoRAG -- Multi-Fusion Retrieval Augmented Generation for Human MotionCode1
MetaGen Blended RAG: Higher Accuracy for Domain-Specific Q&A Without Fine-TuningCode1
Metacognitive Retrieval-Augmented Large Language ModelsCode1
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation SystemsCode1
Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language ModelsCode1
Long-Context Inference with Retrieval-Augmented Speculative DecodingCode1
Long Context vs. RAG for LLMs: An Evaluation and RevisitsCode1
LLM-Lasso: A Robust Framework for Domain-Informed Feature Selection and RegularizationCode1
LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented GenerationCode1
Logic-RAG: Augmenting Large Multimodal Models with Visual-Spatial Knowledge for Road Scene UnderstandingCode1
MacRAG: Compress, Slice, and Scale-up for Multi-Scale Adaptive Context RAGCode1
LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation ConversationCode1
Lift Yourself Up: Retrieval-augmented Text Generation with Self MemoryCode1
Leveraging Fine-Tuned Retrieval-Augmented Generation with Long-Context Support: For 3GPP StandardsCode1
LexDrafter: Terminology Drafting for Legislative Documents using Retrieval Augmented GenerationCode1
AgentAda: Skill-Adaptive Data Analytics for Tailored Insight DiscoveryCode1
Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQACode1
MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question ComplexityCode1
KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge TracingCode1
Know Or Not: a library for evaluating out-of-knowledge base robustnessCode1
LaB-RAG: Label Boosted Retrieval Augmented Generation for Radiology Report GenerationCode1
Knowledge graph enhanced retrieval-augmented generation for failure mode and effects analysisCode1
Language Modeling with Editable External KnowledgeCode1
Knowing You Don't Know: Learning When to Continue Search in Multi-round RAG through Self-PracticingCode1
KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language ModelsCode1
Knowledge Graph-based Retrieval-Augmented Generation for Schema MatchingCode1
Contextual Compression in Retrieval-Augmented Generation for Large Language Models: A SurveyCode1
KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text ClassificationCode1
Knowledge Graph-Driven Retrieval-Augmented Generation: Integrating Deepseek-R1 with Weaviate for Advanced Chatbot ApplicationsCode1
JORA: JAX Tensor-Parallel LoRA Library for Retrieval Augmented Fine-TuningCode1
A RAG-Based Multi-Agent LLM System for Natural Hazard Resilience and AdaptationCode1
JuDGE: Benchmarking Judgment Document Generation for Chinese Legal SystemCode1
Jasper and Stella: distillation of SOTA embedding modelsCode1
Joint-GCG: Unified Gradient-Based Poisoning Attacks on Retrieval-Augmented Generation SystemsCode1
Initial Nugget Evaluation Results for the TREC 2024 RAG Track with the AutoNuggetizer FrameworkCode1
Advancing TTP Analysis: Harnessing the Power of Large Language Models with Retrieval Augmented GenerationCode1
BiomedRAG: A Retrieval Augmented Large Language Model for BiomedicineCode1
InteractiveSurvey: An LLM-based Personalized and Interactive Survey Paper Generation SystemCode1
ClashEval: Quantifying the tug-of-war between an LLM's internal prior and external evidenceCode1
How well do LLMs cite relevant medical references? An evaluation framework and analysesCode1
A Platform for the Biomedical Application of Large Language ModelsCode1
Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question AnsweringCode1
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