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Retrieval-augmented Generation

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LLM Embedding-based Attribution (LEA): Quantifying Source Contributions to Generative Model's Response for Vulnerability AnalysisCode0
CIIR@LiveRAG 2025: Optimizing Multi-Agent Retrieval Augmented Generation through Self-TrainingCode0
Augmenting Large Language Models with Static Code Analysis for Automated Code Quality Improvements—0
Reasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry ChallengesCode0
Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced ClaimsCode0
Learning Efficient and Generalizable Graph Retriever for Knowledge-Graph Question AnsweringCode0
Bridging the Gap Between Open-Source and Proprietary LLMs in Table QACode0
XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented GenerationCode0
CC-RAG: Structured Multi-Hop Reasoning via Theme-Based Causal Graphs—0
Safeguarding Multimodal Knowledge Copyright in the RAG-as-a-Service EnvironmentCode0
Hybrid Reasoning for Perception, Explanation, and Autonomous Action in Manufacturing—0
Efficient Context Selection for Long-Context QA: No Tuning, No Iteration, Just Adaptive-k—0
SceneRAG: Scene-level Retrieval-Augmented Generation for Video Understanding—0
LEANN: A Low-Storage Vector Index—0
Eliciting Fine-Tuned Transformer Capabilities via Inference-Time Techniques—0
Knowledge Compression via Question Generation: Enhancing Multihop Document Retrieval without Fine-tuning—0
LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based RankingCode0
BioMol-MQA: A Multi-Modal Question Answering Dataset For LLM Reasoning Over Bio-Molecular Interactions—0
Dynamic Context Tuning for Retrieval-Augmented Generation: Enhancing Multi-Turn Planning and Tool Adaptation—0
From Standalone LLMs to Integrated Intelligence: A Survey of Compound Al Systems—0
Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-ReasoningCode0
On Automating Security Policies with Contemporary LLMs—0
Knowledgeable-r1: Policy Optimization for Knowledge Exploration in Retrieval-Augmented GenerationCode0
Mathematical Reasoning for Unmanned Aerial Vehicles: A RAG-Based Approach for Complex Arithmetic ReasoningCode0
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