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Retrieval-augmented Generation

Papers

Showing 15511600 of 2196 papers

TitleStatusHype
DRCap: Decoding CLAP Latents with Retrieval-Augmented Generation for Zero-shot Audio Captioning0
Quebec Automobile Insurance Question-Answering With Retrieval-Augmented GenerationCode0
Enhancing Long Context Performance in LLMs Through Inner Loop Query Mechanism0
Developing a Pragmatic Benchmark for Assessing Korean Legal Language Understanding in Large Language ModelsCode0
Underutilized land and sustainable development: effects on employment, economic output, and mitigation of CO2 emissions0
Large Language Models for Medical OSCE Assessment: A Novel Approach to Transcript Analysis0
ACER: Automatic Language Model Context Extension via Retrieval0
MedMobile: A mobile-sized language model with expert-level clinical capabilitiesCode0
oRetrieval Augmented Generation for 10 Large Language Models and its Generalizability in Assessing Medical Fitness0
A Methodology for Evaluating RAG Systems: A Case Study On Configuration Dependency ValidationCode0
AI-Press: A Multi-Agent News Generating and Feedback Simulation System Powered by Large Language Models0
KRAG Framework for Enhancing LLMs in the Legal Domain0
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users0
Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation0
Increasing the Difficulty of Automatically Generated Questions via Reinforcement Learning with Synthetic Preference0
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models0
MedImageInsight: An Open-Source Embedding Model for General Domain Medical ImagingCode0
Context-Augmented Code Generation Using Programming Knowledge Graphs0
Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models0
Exploring the Meaningfulness of Nearest Neighbor Search in High-Dimensional Space0
Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation0
Fortify Your Foundations: Practical Privacy and Security for Foundation Model Deployments In The Cloud0
Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG0
ENWAR: A RAG-empowered Multi-Modal LLM Framework for Wireless Environment Perception0
Improving Embedding Accuracy for Document Retrieval Using Entity Relationship Maps and Model-Aware Contrastive Sampling0
Automating Bibliometric Analysis with Sentence Transformers and Retrieval-Augmented Generation (RAG): A Pilot Study in Semantic and Contextual Search for Customized Literature Characterization for High-Impact Urban Research0
Application of NotebookLM, a Large Language Model with Retrieval-Augmented Generation, for Lung Cancer Staging0
In-Context Code-Text Learning for Bimodal Software Engineering0
GARLIC: LLM-Guided Dynamic Progress Control with Hierarchical Weighted Graph for Long Document QA0
TableRAG: Million-Token Table Understanding with Language ModelsCode0
Driving with Regulation: Interpretable Decision-Making for Autonomous Vehicles with Retrieval-Augmented Reasoning via LLM0
Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language ModelsCode0
Inference Scaling for Long-Context Retrieval Augmented Generation0
MindScope: Exploring cognitive biases in large language models through Multi-Agent SystemsCode0
Assessing the Performance of Human-Capable LLMs -- Are LLMs Coming for Your Job?0
Consistent Autoformalization for Constructing Mathematical LibrariesCode0
Metadata-based Data Exploration with Retrieval-Augmented Generation for Large Language Models0
A Large Language Model-based Framework for Semi-Structured Tender Document Retrieval-Augmented Generation0
Scalable Frame-based Construction of Sociocultural NormBases for Socially-Aware Dialogues0
Misinformation with Legal Consequences (MisLC): A New Task Towards Harnessing Societal Harm of Misinformation0
Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval Augmented Generation0
ORAssistant: A Custom RAG-based Conversational Assistant for OpenROAD0
Undesirable Memorization in Large Language Models: A Survey0
Grounding Large Language Models In Embodied Environment With Imperfect World Models0
Reward-RAG: Enhancing RAG with Reward Driven Supervision0
Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization0
IoT-LLM: Enhancing Real-World IoT Task Reasoning with Large Language Models0
Intrinsic Evaluation of RAG Systems for Deep-Logic Questions0
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers0
UncertaintyRAG: Span-Level Uncertainty Enhanced Long-Context Modeling for Retrieval-Augmented Generation0
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