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Retrieval-augmented Generation

Papers

Showing 76100 of 2196 papers

TitleStatusHype
Hybrid Reasoning for Perception, Explanation, and Autonomous Action in Manufacturing0
FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented GenerationCode1
CC-RAG: Structured Multi-Hop Reasoning via Theme-Based Causal Graphs0
Knowledge Compression via Question Generation: Enhancing Multihop Document Retrieval without Fine-tuning0
SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from DesignCode1
SceneRAG: Scene-level Retrieval-Augmented Generation for Video Understanding0
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 Index0
Eliciting Fine-Tuned Transformer Capabilities via Inference-Time Techniques0
BioMol-MQA: A Multi-Modal Question Answering Dataset For LLM Reasoning Over Bio-Molecular Interactions0
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 Adaptation0
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 Systems0
On Automating Security Policies with Contemporary LLMs0
GEM: Empowering LLM for both Embedding Generation and Language Understanding0
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 Systems0
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