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Retrieval-augmented Generation

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TitleStatusHype
HuixiangDou2: A Robustly Optimized GraphRAG ApproachCode7
Human Cognition Inspired RAG with Knowledge Graph for Complex Problem Solving—0
Graph Retrieval-Augmented LLM for Conversational Recommendation Systems—0
Delusions of Large Language Models—0
Evaluation of the Automated Labeling Method for Taxonomic Nomenclature Through Prompt-Optimized Large Language Model—0
Poisoned-MRAG: Knowledge Poisoning Attacks to Multimodal Retrieval Augmented Generation—0
Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational HistoryCode0
Improving RAG Retrieval via Propositional Content Extraction: a Speech Act Theory Approach—0
Personalized Text Generation with Contrastive Activation Steering—0
Leveraging Approximate Caching for Faster Retrieval-Augmented Generation—0
AVA: Attentive VLM Agent for Mastering StarCraft IICode1
ORANSight-2.0: Foundational LLMs for O-RAN—0
TPU-Gen: LLM-Driven Custom Tensor Processing Unit Generator—0
Automatic Teaching Platform on Vision Language Retrieval Augmented Generation—0
FinTMMBench: Benchmarking Temporal-Aware Multi-Modal RAG in Finance—0
TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster—0
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence—0
Beyond RAG: Task-Aware KV Cache Compression for Comprehensive Knowledge Reasoning—0
In-depth Analysis of Graph-based RAG in a Unified Framework—0
LeRAAT: LLM-Enabled Real-Time Aviation Advisory ToolCode0
OkraLong: A Flexible Retrieval-Augmented Framework for Long-Text Query Processing—0
Optimizing open-domain question answering with graph-based retrieval augmented generation—0
Wikipedia in the Era of LLMs: Evolution and RisksCode0
RAAD-LLM: Adaptive Anomaly Detection Using LLMs and RAG Integration—0
PennyLang: Pioneering LLM-Based Quantum Code Generation with a Novel PennyLane-Centric Dataset—0
HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation—0
Explainable Depression Detection in Clinical Interviews with Personalized Retrieval-Augmented Generation—0
Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution—0
SRAG: Structured Retrieval-Augmented Generation for Multi-Entity Question Answering over Wikipedia Graph—0
SAGE: A Framework of Precise Retrieval for RAG—0
Retrieval-Augmented Perception: High-Resolution Image Perception Meets Visual RAGCode2
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity ReductionCode1
ER-RAG: Enhance RAG with ER-Based Unified Modeling of Heterogeneous Data Sources—0
Optimizing Multi-Hop Document Retrieval Through Intermediate Representations—0
Towards Efficient Educational Chatbots: Benchmarking RAG Frameworks—0
GPIoT: Tailoring Small Language Models for IoT Program Synthesis and DevelopmentCode1
Qilin: A Multimodal Information Retrieval Dataset with APP-level User SessionsCode2
U-NIAH: Unified RAG and LLM Evaluation for Long Context Needle-In-A-HaystackCode0
Pseudo-Knowledge Graph: Meta-Path Guided Retrieval and In-Graph Text for RAG-Equipped LLM—0
Fine-Grained Retrieval-Augmented Generation for Visual Question Answering—0
LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation ConversationCode1
Ext2Gen: Alignment through Unified Extraction and Generation for Robust Retrieval-Augmented Generation—0
DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point ThinkingCode1
SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation ModelsCode1
The RAG Paradox: A Black-Box Attack Exploiting Unintentional Vulnerabilities in Retrieval-Augmented Generation Systems—0
LADs: Leveraging LLMs for AI-Driven DevOps—0
A Pilot Empirical Study on When and How to Use Knowledge Graphs as Retrieval Augmented Generation—0
Retrieval Augmented Generation for Topic Modeling in Organizational Research: An Introduction with Empirical Demonstration—0
TeleRAG: Efficient Retrieval-Augmented Generation Inference with Lookahead Retrieval—0
NANOGPT: A Query-Driven Large Language Model Retrieval-Augmented Generation System for Nanotechnology Research—0
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