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Retrieval-augmented Generation

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TitleStatusHype
MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal GenerationCode1
Enhancing Online Learning Efficiency Through Heterogeneous Resource Integration with a Multi-Agent RAG System—0
MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare CopilotCode3
Experiments with Large Language Models on Retrieval-Augmented Generation for Closed-Source Simulation Software—0
Cache-Craft: Managing Chunk-Caches for Efficient Retrieval-Augmented Generation—0
MARAGE: Transferable Multi-Model Adversarial Attack for Retrieval-Augmented Generation Data Extraction—0
Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions—0
SCALM: Detecting Bad Practices in Smart Contracts Through LLMs—0
Open Foundation Models in Healthcare: Challenges, Paradoxes, and Opportunities with GenAI Driven Personalized Prescription—0
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented GenerationCode4
Conversation AI Dialog for Medicare powered by Finetuning and Retrieval Augmented Generation—0
Personalization Toolkit: Training Free Personalization of Large Vision Language Models—0
MPIC: Position-Independent Multimodal Context Caching System for Efficient MLLM Serving—0
LLMSecConfig: An LLM-Based Approach for Fixing Software Container Misconfigurations—0
Knowledge Synthesis of Photosynthesis Research Using a Large Language Model—0
VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context VideosCode7
Al-Khwarizmi: Discovering Physical Laws with Foundation Models—0
DeepRAG: Thinking to Retrieval Step by Step for Large Language Models—0
Position: Towards a Responsible LLM-empowered Multi-Agent Systems—0
Topic-FlipRAG: Topic-Orientated Adversarial Opinion Manipulation Attacks to Retrieval-Augmented Generation Models—0
GFM-RAG: Graph Foundation Model for Retrieval Augmented GenerationCode3
RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning—0
LLM-based event log analysis techniques: A survey—0
Enhancing Code Consistency in AI Research with Large Language Models and Retrieval-Augmented Generation—0
Riddle Me This! Stealthy Membership Inference for Retrieval-Augmented GenerationCode1
MarketSenseAI 2.0: Enhancing Stock Analysis through LLM Agents—0
Retrieval Augmented Generation Based LLM Evaluation For Protocol State Machine Inference With Chain-of-Thought Reasoning—0
RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval DefectsCode1
Leveraging LLM Agents for Automated Optimization Modeling for SASP Problems: A Graph-RAG based Approach—0
GLLM: Self-Corrective G-Code Generation using Large Language Models with User Feedback—0
Leveraging In-Context Learning and Retrieval-Augmented Generation for Automatic Question Generation in Educational Domains—0
Implementation of a Generative AI Assistant in K-12 Education: The CyberScholar Initiative—0
Open-Source Retrieval Augmented Generation Framework for Retrieving Accurate Medication Insights from Formularies for African Healthcare Workers—0
Balancing Content Size in RAG-Text2SQL System—0
SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language ModelCode2
ASTRAL: Automated Safety Testing of Large Language Models—0
VeriFact: Verifying Facts in LLM-Generated Clinical Text with Electronic Health RecordsCode1
Enhanced Retrieval of Long Documents: Leveraging Fine-Grained Block Representations with Large Language Models—0
Multiple Abstraction Level Retrieve Augment Generation—0
Optimizing Code Runtime Performance through Context-Aware Retrieval-Augmented GenerationCode0
Making Sense of Data in the Wild: Data Analysis Automation at Scale—0
Characterizing Network Structure of Anti-Trans Actors on TikTok—0
URAG: Implementing a Unified Hybrid RAG for Precise Answers in University Admission Chatbots -- A Case Study at HCMUT—0
Raiders of the Lost Dependency: Fixing Dependency Conflicts in Python using LLMs—0
Provence: efficient and robust context pruning for retrieval-augmented generation—0
Parametric Retrieval Augmented GenerationCode3
PISCO: Pretty Simple Compression for Retrieval-Augmented Generation—0
Efficiency Bottlenecks of Convolutional Kolmogorov-Arnold Networks: A Comprehensive Scrutiny with ImageNet, AlexNet, LeNet and Tabular ClassificationCode0
LemmaHead: RAG Assisted Proof Generation Using Large Language Models—0
SEAL: Speech Embedding Alignment Learning for Speech Large Language Model with Retrieval-Augmented Generation—0
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