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Retrieval-augmented Generation

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Showing 51–100 of 2196 papers

TitleStatusHype
SimpleDoc: Multi-Modal Document Understanding with Dual-Cue Page Retrieval and Iterative RefinementCode1
eLog analysis for accelerators: status and future outlook—0
FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented GenerationCode3
RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning—0
Chunk Twice, Embed Once: A Systematic Study of Segmentation and Representation Trade-offs in Chemistry-Aware Retrieval-Augmented Generation—0
Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards—0
Enter: Graduated Realism: A Pedagogical Framework for AI-Powered Avatars in Virtual Reality Teacher Training—0
Large Language Models for History, Philosophy, and Sociology of Science: Interpretive Uses, Methodological Challenges, and Critical Perspectives—0
Large Language Model-Powered Conversational Agent Delivering Problem-Solving Therapy (PST) for Family Caregivers: Enhancing Empathy and Therapeutic Alliance Using In-Context Learning—0
Bias Amplification in RAG: Poisoning Knowledge Retrieval to Steer LLMs—0
SocialCredit+—0
LLM Embedding-based Attribution (LEA): Quantifying Source Contributions to Generative Model's Response for Vulnerability AnalysisCode0
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
Constructing and Evaluating Declarative RAG Pipelines in PyTerrierCode1
TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document ReasoningCode2
Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced ClaimsCode0
CIIR@LiveRAG 2025: Optimizing Multi-Agent Retrieval Augmented Generation through Self-TrainingCode0
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
Safeguarding Multimodal Knowledge Copyright in the RAG-as-a-Service EnvironmentCode0
FedRAG: A Framework for Fine-Tuning Retrieval-Augmented Generation SystemsCode2
Efficient Context Selection for Long-Context QA: No Tuning, No Iteration, Just Adaptive-k—0
DRAGged into Conflicts: Detecting and Addressing Conflicting Sources in Search-Augmented LLMsCode1
Hybrid Reasoning for Perception, Explanation, and Autonomous Action in Manufacturing—0
FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented GenerationCode1
CC-RAG: Structured Multi-Hop Reasoning via Theme-Based Causal Graphs—0
Knowledge Compression via Question Generation: Enhancing Multihop Document Retrieval without Fine-tuning—0
SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from DesignCode1
SceneRAG: Scene-level Retrieval-Augmented Generation for Video Understanding—0
LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based RankingCode0
Hierarchical Lexical Graph for Enhanced Multi-Hop RetrievalCode3
LEANN: A Low-Storage Vector Index—0
Eliciting Fine-Tuned Transformer Capabilities via Inference-Time Techniques—0
BioMol-MQA: A Multi-Modal Question Answering Dataset For LLM Reasoning Over Bio-Molecular Interactions—0
Joint-GCG: Unified Gradient-Based Poisoning Attacks on Retrieval-Augmented Generation SystemsCode1
When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented GenerationCode3
Dynamic Context Tuning for Retrieval-Augmented Generation: Enhancing Multi-Turn Planning and Tool Adaptation—0
Knowledgeable-r1: Policy Optimization for Knowledge Exploration in Retrieval-Augmented GenerationCode0
Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-ReasoningCode0
ECoRAG: Evidentiality-guided Compression for Long Context RAGCode1
Mathematical Reasoning for Unmanned Aerial Vehicles: A RAG-Based Approach for Complex Arithmetic ReasoningCode0
From Standalone LLMs to Integrated Intelligence: A Survey of Compound Al Systems—0
On Automating Security Policies with Contemporary LLMs—0
GEM: Empowering LLM for both Embedding Generation and Language Understanding—0
Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials ScienceCode0
Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM ReasoningCode1
Through the Stealth Lens: Rethinking Attacks and Defenses in RAGCode0
Magic Mushroom: A Customizable Benchmark for Fine-grained Analysis of Retrieval Noise Erosion in RAG Systems—0
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