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Retrieval-augmented Generation

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TitleStatusHype
FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs—0
GEC-RAG: Improving Generative Error Correction via Retrieval-Augmented Generation for Automatic Speech Recognition Systems—0
Found in the Middle: Calibrating Positional Attention Bias Improves Long Context Utilization—0
GEM: Empowering LLM for both Embedding Generation and Language Understanding—0
A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression—0
GenAI-powered Multi-Agent Paradigm for Smart Urban Mobility: Opportunities and Challenges for Integrating Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) with Intelligent Transportation Systems—0
Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution—0
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering—0
Generating a Low-code Complete Workflow via Task Decomposition and RAG—0
Generating Diverse Q&A Benchmarks for RAG Evaluation with DataMorgana—0
Agentic Mixture-of-Workflows for Multi-Modal Chemical Search—0
Foundations of GenIR—0
Generative AI in Cybersecurity: A Comprehensive Review of LLM Applications and Vulnerabilities—0
Fortify Your Foundations: Practical Privacy and Security for Foundation Model Deployments In The Cloud—0
Class-RAG: Real-Time Content Moderation with Retrieval Augmented Generation—0
Generative AI in Health Economics and Outcomes Research: A Taxonomy of Key Definitions and Emerging Applications, an ISPOR Working Group Report—0
ArtRAG: Retrieval-Augmented Generation with Structured Context for Visual Art Understanding—0
Generative AI in Transportation Planning: A Survey—0
Formal Language Knowledge Corpus for Retrieval Augmented Generation—0
Generative Information Retrieval Evaluation—0
Generative Language Models with Retrieval Augmented Generation for Automated Short Answer Scoring—0
Natural Language Programming in Medicine: Administering Evidence Based Clinical Workflows with Autonomous Agents Powered by Generative Large Language Models—0
FoRAG: Factuality-optimized Retrieval Augmented Generation for Web-enhanced Long-form Question Answering—0
Generative Sign-description Prompts with Multi-positive Contrastive Learning for Sign Language Recognition—0
GenSco: Can Question Decomposition based Passage Alignment improve Question Answering?—0
Classifying Peace in Global Media Using RAG and Intergroup Reciprocity—0
Artificial Intelligence as the New Hacker: Developing Agents for Offensive Security—0
Agentic AI-Driven Technical Troubleshooting for Enterprise Systems: A Novel Weighted Retrieval-Augmented Generation Paradigm—0
Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection—0
FloodBrain: Flood Disaster Reporting by Web-based Retrieval Augmented Generation with an LLM—0
Flippi: End To End GenAI Assistant for E-Commerce—0
Claim Verification in the Age of Large Language Models: A Survey—0
FlippedRAG: Black-Box Opinion Manipulation Adversarial Attacks to Retrieval-Augmented Generation Models—0
GLLM: Self-Corrective G-Code Generation using Large Language Models with User Feedback—0
ClaimTrust: Propagation Trust Scoring for RAG Systems—0
Flexibly Scaling Large Language Models Contexts Through Extensible Tokenization—0
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research—0
GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models—0
FIT-RAG: Black-Box RAG with Factual Information and Token Reduction—0
First Token Probability Guided RAG for Telecom Question Answering—0
CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction—0
FinTMMBench: Benchmarking Temporal-Aware Multi-Modal RAG in Finance—0
FinTextQA: A Dataset for Long-form Financial Question Answering—0
FinSage: A Multi-aspect RAG System for Financial Filings Question Answering—0
FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain—0
ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search—0
Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs—0
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey—0
Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities—0
Fine-Tuning or Fine-Failing? Debunking Performance Myths in Large Language Models—0
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