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Retrieval-augmented Generation

Papers

Showing 11011150 of 2196 papers

TitleStatusHype
TPCap: Unlocking Zero-Shot Image Captioning with Trigger-Augmented and Multi-Modal Purification Modules0
QuOTE: Question-Oriented Text Embeddings0
Investigating Language Preference of Multilingual RAG Systems0
SpeechT-RAG: Reliable Depression Detection in LLMs with Retrieval-Augmented Generation Using Speech Timing Information0
Streamlining the Collaborative Chain of Models into A Single Forward Pass in Generation-Based TasksCode0
CiteCheck: Towards Accurate Citation Faithfulness DetectionCode0
NitiBench: A Comprehensive Studies of LLM Frameworks Capabilities for Thai Legal Question AnsweringCode0
Dataset Protection via Watermarked Canaries in Retrieval-Augmented LLMs0
ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation0
Agentic Verification for Ambiguous Query Disambiguation0
NeuroXVocal: Detection and Explanation of Alzheimer's Disease through Non-invasive Analysis of Picture-prompted Speech0
Hallucinations and Truth: A Comprehensive Accuracy Evaluation of RAG, LoRA and DoRA0
LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs - No Silver Bullet for LC or RAG RoutingCode0
MIR-Bench: Can Your LLM Recognize Complicated Patterns via Many-Shot In-Context Reasoning?0
Post-training an LLM for RAG? Train on Self-Generated Demonstrations0
Enhancing RAG with Active Learning on Conversation Records: Reject Incapables and Answer Capables0
KIMAs: A Configurable Knowledge Integrated Multi-Agent System0
Diversity Enhances an LLM's Performance in RAG and Long-context Task0
Improving TCM Question Answering through Tree-Organized Self-Reflective Retrieval with LLMs0
ImageRAG: Dynamic Image Retrieval for Reference-Guided Image Generation0
Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAGCode0
From PowerPoint UI Sketches to Web-Based Applications: Pattern-Driven Code Generation for GIS Dashboard Development Using Knowledge-Augmented LLMs, Context-Aware Visual Prompting, and the React Framework0
ParetoRAG: Leveraging Sentence-Context Attention for Robust and Efficient Retrieval-Augmented Generation0
AI-VERDE: A Gateway for Egalitarian Access to Large Language Model-Based Resources For Educational Institutions0
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal ReasoningCode0
Optimizing Knowledge Integration in Retrieval-Augmented Generation with Self-Selection0
Towards Copyright Protection for Knowledge Bases of Retrieval-augmented Language Models via Reasoning0
C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation0
GraNNite: Enabling High-Performance Execution of Graph Neural Networks on Resource-Constrained Neural Processing UnitsCode0
Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models0
Agentic Reasoning: Reasoning LLMs with Tools for the Deep ResearchCode0
Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy0
Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture0
RAG-Verus: Repository-Level Program Verification with LLMs using Retrieval Augmented Generation0
Experiments with Large Language Models on Retrieval-Augmented Generation for Closed-Source Simulation Software0
Enhancing Online Learning Efficiency Through Heterogeneous Resource Integration with a Multi-Agent RAG System0
MARAGE: Transferable Multi-Model Adversarial Attack for Retrieval-Augmented Generation Data Extraction0
Cache-Craft: Managing Chunk-Caches for Efficient Retrieval-Augmented Generation0
SCALM: Detecting Bad Practices in Smart Contracts Through LLMs0
Open Foundation Models in Healthcare: Challenges, Paradoxes, and Opportunities with GenAI Driven Personalized Prescription0
Conversation AI Dialog for Medicare powered by Finetuning and Retrieval Augmented Generation0
MPIC: Position-Independent Multimodal Context Caching System for Efficient MLLM Serving0
Personalization Toolkit: Training Free Personalization of Large Vision Language Models0
LLMSecConfig: An LLM-Based Approach for Fixing Software Container Misconfigurations0
Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions0
DeepRAG: Thinking to Retrieval Step by Step for Large Language Models0
Al-Khwarizmi: Discovering Physical Laws with Foundation Models0
Knowledge Synthesis of Photosynthesis Research Using a Large Language Model0
Position: Towards a Responsible LLM-empowered Multi-Agent Systems0
Topic-FlipRAG: Topic-Orientated Adversarial Opinion Manipulation Attacks to Retrieval-Augmented Generation Models0
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