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Retrieval-augmented Generation

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Showing 301–350 of 2196 papers

TitleStatusHype
ArtRAG: Retrieval-Augmented Generation with Structured Context for Visual Art Understanding—0
Query-driven Document-level Scientific Evidence Extraction from Biomedical Studies—0
Defending against Indirect Prompt Injection by Instruction DetectionCode0
KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text ClassificationCode1
AI Approaches to Qualitative and Quantitative News Analytics on NATO Unity—0
Lost in OCR Translation? Vision-Based Approaches to Robust Document Retrieval—0
LSRP: A Leader-Subordinate Retrieval Framework for Privacy-Preserving Cloud-Device CollaborationCode0
VR-RAG: Open-vocabulary Species Recognition with RAG-Assisted Large Multi-Modal Models—0
An Open-Source Dual-Loss Embedding Model for Semantic Retrieval in Higher Education—0
Fine-Tuning Large Language Models and Evaluating Retrieval Methods for Improved Question Answering on Building Codes—0
Osiris: A Lightweight Open-Source Hallucination Detection System—0
HiPerRAG: High-Performance Retrieval Augmented Generation for Scientific Insights—0
Retrieval Augmented Generation Evaluation for Health Documents—0
CDE-Mapper: Using Retrieval-Augmented Language Models for Linking Clinical Data Elements to Controlled Vocabularies—0
DOTA: Deformable Optimized Transformer Architecture for End-to-End Text Recognition with Retrieval-Augmented Generation—0
A Proposal for Evaluating the Operational Risk for ChatBots based on Large Language Models—0
LLM-Independent Adaptive RAG: Let the Question Speak for Itself—0
Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions—0
Capability-Driven Skill Generation with LLMs: A RAG-Based Approach for Reusing Existing Libraries and Interfaces—0
RAG-MCP: Mitigating Prompt Bloat in LLM Tool Selection via Retrieval-Augmented Generation—0
An Analysis of Hyper-Parameter Optimization Methods for Retrieval Augmented Generation—0
Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation—0
Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language ModelsCode3
Generative Sign-description Prompts with Multi-positive Contrastive Learning for Sign Language Recognition—0
SymbioticRAG: Enhancing Document Intelligence Through Human-LLM Symbiotic Collaboration—0
Knowing You Don't Know: Learning When to Continue Search in Multi-round RAG through Self-PracticingCode1
Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair UseCode0
Retrieval-augmented in-context learning for multimodal large language models in disease classification—0
Real-time Spatial Retrieval Augmented Generation for Urban Environments—0
A New HOPE: Domain-agnostic Automatic Evaluation of Text Chunking—0
Facilitating Video Story Interaction with Multi-Agent Collaborative System—0
Retrieval-Augmented Generation in Biomedicine: A Survey of Technologies, Datasets, and Clinical Applications—0
Enhancing tutoring systems by leveraging tailored promptings and domain knowledge with Large Language Models—0
CHORUS: Zero-shot Hierarchical Retrieval and Orchestration for Generating Linear Programming Code—0
Document Retrieval Augmented Fine-Tuning (DRAFT) for safety-critical software assessments—0
Patchwork: A Unified Framework for RAG Serving—0
HalluMix: A Task-Agnostic, Multi-Domain Benchmark for Real-World Hallucination Detection—0
EnronQA: Towards Personalized RAG over Private Documents—0
Empowering Agentic Video Analytics Systems with Video Language Models—0
A Multi-Granularity Retrieval Framework for Visually-Rich Documents—0
Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QACode0
Homa at SemEval-2025 Task 5: Aligning Librarian Records with OntoAligner for Subject Tagging—0
Optimization of embeddings storage for RAG systems using quantization and dimensionality reduction techniques—0
Traceback of Poisoning Attacks to Retrieval-Augmented Generation—0
Memorization and Knowledge Injection in Gated LLMsCode0
Graph RAG for Legal Norms: A Hierarchical and Temporal Approach—0
Information Retrieval in the Age of Generative AI: The RGB ModelCode0
ARCS: Agentic Retrieval-Augmented Code Synthesis with Iterative Refinement—0
Detecting Manipulated Contents Using Knowledge-Grounded InferenceCode0
AKIBoards: A Structure-Following Multiagent System for Predicting Acute Kidney Injury—0
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