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Retrieval-augmented Generation

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TitleStatusHype
LLM Web Dynamics: Tracing Model Collapse in a Network of LLMs—0
LLM-Agent-Controller: A Universal Multi-Agent Large Language Model System as a Control Engineer—0
Project Riley: Multimodal Multi-Agent LLM Collaboration with Emotional Reasoning and Voting—0
DGRAG: Distributed Graph-based Retrieval-Augmented Generation in Edge-Cloud Systems—0
Retrieval-Augmented Generation for Service Discovery: Chunking Strategies and Benchmarking—0
RankLLM: A Python Package for Reranking with LLMs—0
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style—0
Hypercube-RAG: Hypercube-Based Retrieval-Augmented Generation for In-domain Scientific Question-AnsweringCode0
Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support—0
Towards Emotionally Consistent Text-Based Speech Editing: Introducing EmoCorrector and The ECD-TSE DatasetCode0
Federated Retrieval-Augmented Generation: A Systematic Mapping Study—0
BRIT: Bidirectional Retrieval over Unified Image-Text Graph—0
LLMs for Supply Chain Management—0
Benchmarking Poisoning Attacks against Retrieval-Augmented Generation—0
Vision Meets Language: A RAG-Augmented YOLOv8 Framework for Coffee Disease Diagnosis and Farmer AssistanceCode0
The Silent Saboteur: Imperceptible Adversarial Attacks against Black-Box Retrieval-Augmented Generation Systems—0
Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems—0
Retrieval Augmented Generation-based Large Language Models for Bridging Transportation Cybersecurity Legal Knowledge Gaps—0
FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain—0
Resolving Conflicting Evidence in Automated Fact-Checking: A Study on Retrieval-Augmented LLMsCode0
HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation—0
Tools in the Loop: Quantifying Uncertainty of LLM Question Answering Systems That Use Tools—0
Continually Self-Improving Language Models for Bariatric Surgery Question--Answering—0
Ask, Retrieve, Summarize: A Modular Pipeline for Scientific Literature SummarizationCode0
VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering—0
Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems—0
Personalizing Student-Agent Interactions Using Log-Contextualized Retrieval Augmented Generation (RAG)—0
MuseRAG: Idea Originality Scoring At ScaleCode0
Align-GRAG: Reasoning-Guided Dual Alignment for Graph Retrieval-Augmented Generation—0
BAGELS: Benchmarking the Automated Generation and Extraction of Limitations from Scholarly Text—0
Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph WalksCode0
Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty—0
CUB: Benchmarking Context Utilisation Techniques for Language Models—0
Attributing Response to Context: A Jensen-Shannon Divergence Driven Mechanistic Study of Context Attribution in Retrieval-Augmented Generation—0
HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph DatabasesCode0
Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization—0
Ranking Free RAG: Replacing Re-ranking with Selection in RAG for Sensitive Domains—0
Scalable Defense against In-the-wild Jailbreaking Attacks with Safety Context Retrieval—0
After Retrieval, Before Generation: Enhancing the Trustworthiness of Large Language Models in RAG—0
Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions—0
BR-TaxQA-R: A Dataset for Question Answering with References for Brazilian Personal Income Tax Law, including case law—0
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation—0
Adaptive Plan-Execute Framework for Smart Contract Security Auditing—0
Do RAG Systems Suffer From Positional Bias?—0
Multimodal RAG-driven Anomaly Detection and Classification in Laser Powder Bed Fusion using Large Language Models—0
RAVENEA: A Benchmark for Multimodal Retrieval-Augmented Visual Culture UnderstandingCode0
SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented Generation—0
Reinforcing Question Answering Agents with Minimalist Policy Gradient Optimization—0
Causal Cartographer: From Mapping to Reasoning Over Counterfactual WorldsCode0
Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation—0
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