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Retrieval-augmented Generation
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Knowledge Graph-based Retrieval-Augmented Generation for Schema Matching
A Survey of Context Engineering for Large Language Models
Context-Aware Search and Retrieval Over Erasure Channels
Graph World Model
CLI-RAG: A Retrieval-Augmented Framework for Clinically Structured and Context Aware Text Generation with LLMs
Multi-Agent Retrieval-Augmented Framework for Evidence-Based Counterspeech Against Health Misinformation
Orchestrator-Agent Trust: A Modular Agentic AI Visual Classification System with Trust-Aware Orchestration and RAG-Based Reasoning
SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression
Flippi: End To End GenAI Assistant for E-Commerce
Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions
AI-VaxGuide: An Agentic RAG-Based LLM for Vaccination Decisions
CyberRAG: An agentic RAG cyber attack classification and reporting tool
Knowledge Protocol Engineering: A New Paradigm for AI in Domain-Specific Knowledge Work
RAG-R1 : Incentivize the Search and Reasoning Capabilities of LLMs through Multi-query Parallelism
Knowledge Augmented Finetuning Matters in both RAG and Agent Based Dialog Systems
ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation
JointRank: Rank Large Set with Single Pass
EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing Corpora
Response Quality Assessment for Retrieval-Augmented Generation via Conditional Conformal Factuality
Large Language Models Acing Chartered Accountancy
ComRAG: Retrieval-Augmented Generation with Dynamic Vector Stores for Real-time Community Question Answering in Industry
Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation
Enterprise Large Language Model Evaluation Benchmark
SV-LLM: An Agentic Approach for SoC Security Verification using Large Language Models
Fine-Tuning and Prompt Engineering of LLMs, for the Creation of Multi-Agent AI for Addressing Sustainable Protein Production Challenges
AI Assistants to Enhance and Exploit the PETSc Knowledge Base
MMSearch-R1: Incentivizing LMMs to Search
RAG-VisualRec: An Open Resource for Vision- and Text-Enhanced Retrieval-Augmented Generation in Recommendation
MultiFinRAG: An Optimized Multimodal Retrieval-Augmented Generation (RAG) Framework for Financial Question Answering
Engineering RAG Systems for Real-World Applications: Design, Development, and Evaluation
Dialogic Pedagogy for Large Language Models: Aligning Conversational AI with Proven Theories of Learning
Inference Scaled GraphRAG: Improving Multi Hop Question Answering on Knowledge Graphs
QHackBench: Benchmarking Large Language Models for Quantum Code Generation Using PennyLane Hackathon Challenges
Accurate and Energy Efficient: Local Retrieval-Augmented Generation Models Outperform Commercial Large Language Models in Medical Tasks
Controlled Retrieval-augmented Context Evaluation for Long-form RAG
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