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Retrieval-augmented Generation

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TitleStatusHype
Bridging Industrial Expertise and XR with LLM-Powered Conversational Agents—0
AI for Climate Finance: Agentic Retrieval and Multi-Step Reasoning for Early Warning System Investments—0
Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness—0
Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM CollaborationCode1
GraphRAFT: Retrieval Augmented Fine-Tuning for Knowledge Graphs on Graph DatabasesCode0
CCSK:Cognitive Convection of Self-Knowledge Based Retrieval Augmentation for Large Language Models—0
RS-RAG: Bridging Remote Sensing Imagery and Comprehensive Knowledge with a Multi-Modal Dataset and Retrieval-Augmented Generation Model—0
Don't Lag, RAG: Training-Free Adversarial Detection Using RAG—0
Driving-RAG: Driving Scenarios Embedding, Search, and RAG Applications—0
Hierarchical Planning for Complex Tasks with Knowledge Graph-RAG and Symbolic Verification—0
QE-RAG: A Robust Retrieval-Augmented Generation Benchmark for Query Entry Errors—0
Large Language Model-Based Knowledge Graph System Construction for Sustainable Development Goals: An AI-Based Speculative Design Perspective—0
UniRVQA: A Unified Framework for Retrieval-Augmented Vision Question Answering via Self-Reflective Joint Training—0
NAACL2025 Tutorial: Adaptation of Large Language Models—0
Multilingual Retrieval-Augmented Generation for Knowledge-Intensive Task—0
Practical Poisoning Attacks against Retrieval-Augmented Generation—0
DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world EnvironmentsCode4
Generative AI Enhanced Financial Risk Management Information RetrievalCode0
Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-GenerationCode1
Talk2X -- An Open-Source Toolkit Facilitating Deployment of LLM-Powered Chatbots on the WebCode0
Do "New Snow Tablets" Contain Snow? Large Language Models Over-Rely on Names to Identify Ingredients of Chinese DrugsCode0
HyperRAG: Enhancing Quality-Efficiency Tradeoffs in Retrieval-Augmented Generation with Reranker KV-Cache Reuse—0
Retrieval-Augmented Purifier for Robust LLM-Empowered Recommendation—0
Adapting Large Language Models for Multi-Domain Retrieval-Augmented-Generation—0
OnRL-RAG: Real-Time Personalized Mental Health Dialogue System—0
One Pic is All it Takes: Poisoning Visual Document Retrieval Augmented Generation with a Single Image—0
CoRAG: Collaborative Retrieval-Augmented Generation—0
Scaling Test-Time Inference with Policy-Optimized, Dynamic Retrieval-Augmented Generation via KV Caching and Decoding—0
Reasoning LLMs for User-Aware Multimodal Conversational Agents—0
PROPHET: An Inferable Future Forecasting Benchmark with Causal Intervened Likelihood EstimationCode0
LARGE: Legal Retrieval Augmented Generation Evaluation ToolCode2
Biomedical Question Answering via Multi-Level Summarization on a Local Knowledge Graph—0
GeoRAG: A Question-Answering Approach from a Geographical Perspective—0
From Code Generation to Software Testing: AI Copilot with Context-Based RAG—0
CyberBOT: Towards Reliable Cybersecurity Education via Ontology-Grounded Retrieval Augmented Generation—0
WikiVideo: Article Generation from Multiple VideosCode1
Accelerating Causal Network Discovery of Alzheimer Disease Biomarkers via Scientific Literature-based Retrieval Augmented Generation—0
AI Hiring with LLMs: A Context-Aware and Explainable Multi-Agent Framework for Resume Screening—0
ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations—0
Command A: An Enterprise-Ready Large Language Model—0
AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems—0
Medical large language models are easily distractedCode0
Agentic Multimodal AI for Hyperpersonalized B2B and B2C Advertising in Competitive Markets: An AI-Driven Competitive Advertising Framework—0
LLM-Assisted Proactive Threat Intelligence for Automated Reasoning—0
Beyond Quacking: Deep Integration of Language Models and RAG into DuckDBCode3
UltraRAG: A Modular and Automated Toolkit for Adaptive Retrieval-Augmented GenerationCode9
InteractiveSurvey: An LLM-based Personalized and Interactive Survey Paper Generation SystemCode1
CrossFormer: Cross-Segment Semantic Fusion for Document Segmentation—0
Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation—0
A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG—0
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