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Retrieval-augmented Generation

Papers

Showing 18011850 of 2196 papers

TitleStatusHype
Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented GenerationCode0
RAG Does Not Work for Enterprises0
Retrieval Meets Reasoning: Even High-school Textbook Knowledge Benefits Multimodal Reasoning0
Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial TrainingCode1
One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language ModelsCode1
Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation0
Hallucination-Free? Assessing the Reliability of Leading AI Legal Research Tools0
Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts0
Designing an Evaluation Framework for Large Language Models in Astronomy ResearchCode0
GNN-RAG: Graph Neural Retrieval for Large Language Model ReasoningCode3
Phantom: General Trigger Attacks on Retrieval Augmented Language Generation0
Toward Conversational Agents with Context and Time Sensitive Long-term MemoryCode1
Unlearning Climate Misinformation in Large Language Models0
Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension0
Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study0
CtrlA: Adaptive Retrieval-Augmented Generation via Inherent ControlCode2
A Multi-Source Retrieval Question Answering Framework Based on RAG0
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented GeneratorCode0
Bridging the Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs0
Don't Forget to Connect! Improving RAG with Graph-based Reranking0
QUB-Cirdan at "Discharge Me!": Zero shot discharge letter generation by open-source LLM0
EMERGE: Integrating RAG for Improved Multimodal EHR Predictive Modeling0
Video Enriched Retrieval Augmented Generation Using Aligned Video CaptionsCode1
Augmenting Textual Generation via Topology Aware Retrieval0
RAGSys: Item-Cold-Start Recommender as RAG System0
Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-LearningCode2
WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence0
ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological TextCode1
GRAG: Graph Retrieval-Augmented GenerationCode3
M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions0
Towards Unlocking Insights from Logbooks Using AI0
Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection0
SynthAI: A Multi Agent Generative AI Framework for Automated Modular HLS Design GenerationCode1
Certifiably Robust RAG against Retrieval CorruptionCode1
Hybrid Context Retrieval Augmented Generation Pipeline: LLM-Augmented Knowledge Graphs and Vector Database for Accreditation Reporting AssistanceCode0
Large Language Models Reflect Human Citation Patterns with a Heightened Citation BiasCode0
RE-Adapt: Reverse Engineered Adaptation of Large Language Models0
AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings0
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language ModelsCode7
SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge0
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality ModelsCode1
TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language ModelsCode0
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research0
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One TokenCode2
RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical TextsCode0
The 2nd FutureDial Challenge: Dialog Systems with Retrieval Augmented Generation (FutureDial-RAG)Code1
Generative AI in Cybersecurity: A Comprehensive Review of LLM Applications and Vulnerabilities0
Can Github issues be solved with Tree Of Thoughts?Code0
Question-Based Retrieval using Atomic Units for Enterprise RAG0
KG-RAG: Bridging the Gap Between Knowledge and Creativity0
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