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Retrieval-augmented Generation

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TitleStatusHype
Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQACode1
LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation ConversationCode1
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented GenerationCode1
Language Modeling with Editable External KnowledgeCode1
LaB-RAG: Label Boosted Retrieval Augmented Generation for Radiology Report GenerationCode1
Lift Yourself Up: Retrieval-augmented Text Generation with Self MemoryCode1
MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question ComplexityCode1
Knowledge Graph-Driven Retrieval-Augmented Generation: Integrating Deepseek-R1 with Weaviate for Advanced Chatbot ApplicationsCode1
Knowing You Don't Know: Learning When to Continue Search in Multi-round RAG through Self-PracticingCode1
Knowledge graph enhanced retrieval-augmented generation for failure mode and effects analysisCode1
JORA: JAX Tensor-Parallel LoRA Library for Retrieval Augmented Fine-TuningCode1
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
Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented GenerationCode1
Can Language Models Replace Programmers for Coding? REPOCOD Says 'Not Yet'Code1
Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense RetrievalCode1
InteractiveSurvey: An LLM-based Personalized and Interactive Survey Paper Generation SystemCode1
Know Or Not: a library for evaluating out-of-knowledge base robustnessCode1
Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question AnsweringCode1
ClashEval: Quantifying the tug-of-war between an LLM's internal prior and external evidenceCode1
HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation LearningCode1
mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge GraphsCode1
Graph World ModelCode1
Hierarchical Document Refinement for Long-context Retrieval-augmented GenerationCode1
How well do LLMs cite relevant medical references? An evaluation framework and analysesCode1
Graph Neural Prompting with Large Language ModelsCode1
Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM ReasoningCode1
Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with GraphsCode1
GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question AnsweringCode1
G-RAG: Knowledge Expansion in Material ScienceCode1
Graph RAG-Tool FusionCode1
GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embedding Fine-tuningCode1
Glitter or Gold? Deriving Structured Insights from Sustainability Reports via Large Language ModelsCode1
GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language ModelsCode1
BiomedRAG: A Retrieval Augmented Large Language Model for BiomedicineCode1
KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge TracingCode1
From RAG to QA-RAG: Integrating Generative AI for Pharmaceutical Regulatory Compliance ProcessCode1
Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation SystemsCode1
Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent CommunitiesCode1
Block-Attention for Efficient RAGCode1
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality ModelsCode1
AlignRAG: Leveraging Critique Learning for Evidence-Sensitive Retrieval-Augmented ReasoningCode1
Finetune-RAG: Fine-Tuning Language Models to Resist Hallucination in Retrieval-Augmented GenerationCode1
Federated Recommendation via Hybrid Retrieval Augmented GenerationCode1
JuDGE: Benchmarking Judgment Document Generation for Chinese Legal SystemCode1
KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text ClassificationCode1
KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language ModelsCode1
Knowledge Graph-based Retrieval-Augmented Generation for Schema MatchingCode1
GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal SynthesisCode1
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