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Retrieval-augmented Generation

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Showing 1301–1350 of 2196 papers

TitleStatusHype
Self-adaptive Multimodal Retrieval-Augmented GenerationCode0
ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability—0
Synthetic Interlocutors. Experiments with Generative AI to Prolong Ethnographic Encounters—0
DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAGCode0
Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models—0
Retrieval Augmented Spelling Correction for E-Commerce Applications—0
TestAgent: A Framework for Domain-Adaptive Evaluation of LLMs via Dynamic Benchmark Construction and Exploratory Interaction—0
On the Capacity of Citation Generation by Large Language Models—0
Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with GraphsCode1
FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG—0
Can Structured Data Reduce Epistemic Uncertainty?—0
Enhancing Retrieval-Augmented Audio Captioning with Generation-Assisted Multimodal Querying and Progressive Learning—0
Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning—0
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality DocumentsCode4
When Does Perceptual Alignment Benefit Vision Representations?Code4
KBLaM: Knowledge Base augmented Language ModelCode5
Model-based Large Language Model Customization as Service—0
STACKFEED: Structured Textual Actor-Critic Knowledge Base Editing with FeedBack—0
EasyRAG: Efficient Retrieval-Augmented Generation Framework for Automated Network OperationsCode4
Beyond-RAG: Question Identification and Answer Generation in Real-Time Conversations—0
Learning to Rank for Multiple Retrieval-Augmented Models through Iterative Utility Maximization—0
Honest AI: Fine-Tuning "Small" Language Models to Say "I Don't Know", and Reducing Hallucination in RAG—0
Retrieval Instead of Fine-tuning: A Retrieval-based Parameter Ensemble for Zero-shot Learning—0
Quebec Automobile Insurance Question-Answering With Retrieval-Augmented GenerationCode0
DRCap: Decoding CLAP Latents with Retrieval-Augmented Generation for Zero-shot Audio Captioning—0
Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language ModelsCode0
Toward General Instruction-Following Alignment for Retrieval-Augmented GenerationCode2
Large Language Models for Medical OSCE Assessment: A Novel Approach to Transcript Analysis—0
Enhancing Long Context Performance in LLMs Through Inner Loop Query Mechanism—0
Underutilized land and sustainable development: effects on employment, economic output, and mitigation of CO2 emissions—0
ACER: Automatic Language Model Context Extension via Retrieval—0
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information StructurizationCode2
oRetrieval Augmented Generation for 10 Large Language Models and its Generalizability in Assessing Medical Fitness—0
Retriever-and-Memory: Towards Adaptive Note-Enhanced Retrieval-Augmented GenerationCode2
MedMobile: A mobile-sized language model with expert-level clinical capabilitiesCode0
A Methodology for Evaluating RAG Systems: A Case Study On Configuration Dependency ValidationCode0
Developing a Pragmatic Benchmark for Assessing Korean Legal Language Understanding in Large Language ModelsCode0
Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation—0
Increasing the Difficulty of Automatically Generated Questions via Reinforcement Learning with Synthetic Preference—0
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users—0
AI-Press: A Multi-Agent News Generating and Feedback Simulation System Powered by Large Language Models—0
TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked TextCode2
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models—0
KRAG Framework for Enhancing LLMs in the Legal Domain—0
Context-Augmented Code Generation Using Programming Knowledge Graphs—0
MedImageInsight: An Open-Source Embedding Model for General Domain Medical ImagingCode0
Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models—0
ENWAR: A RAG-empowered Multi-Modal LLM Framework for Wireless Environment Perception—0
Improving Embedding Accuracy for Document Retrieval Using Entity Relationship Maps and Model-Aware Contrastive Sampling—0
In-Context Code-Text Learning for Bimodal Software Engineering—0
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