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Retrieval-augmented Generation

Papers

Showing 20512100 of 2196 papers

TitleStatusHype
LitLLM: A Toolkit for Scientific Literature ReviewCode2
Retrieval Augmented End-to-End Spoken Dialog Models0
Continual Learning for Large Language Models: A Survey0
CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks0
HiQA: A Hierarchical Contextual Augmentation RAG for Multi-Documents QA0
Health-LLM: Personalized Retrieval-Augmented Disease Prediction System0
RAG-Fusion: a New Take on Retrieval-Augmented Generation0
ReSLLM: Large Language Models are Strong Resource Selectors for Federated Search0
Large Multi-Modal Models (LMMs) as Universal Foundation Models for AI-Native Wireless Systems0
LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval and DistillationCode2
Weaver: Foundation Models for Creative Writing0
CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language ModelsCode3
Development and Testing of a Novel Large Language Model-Based Clinical Decision Support Systems for Medication Safety in 12 Clinical Specialties0
Development and Testing of Retrieval Augmented Generation in Large Language Models -- A Case Study Report0
Corrective Retrieval Augmented GenerationCode3
Enhancing Large Language Model Performance To Answer Questions and Extract Information More Accurately0
MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop QueriesCode3
A RAG-based Question Answering System Proposal for Understanding Islam: MufassirQAS LLM0
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language ModelsCode2
From RAG to QA-RAG: Integrating Generative AI for Pharmaceutical Regulatory Compliance ProcessCode1
The Power of Noise: Redefining Retrieval for RAG SystemsCode2
UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems0
Revolutionizing Retrieval-Augmented Generation with Enhanced PDF Structure Recognition0
Evaluating and Enhancing Large Language Models Performance in Domain-specific Medicine: Osteoarthritis Management with DocOA0
Prompt-RAG: Pioneering Vector Embedding-Free Retrieval-Augmented Generation in Niche Domains, Exemplified by Korean Medicine0
ChatQA: Surpassing GPT-4 on Conversational QA and RAG0
BibSonomy Meets ChatLLMs for Publication Management: From Chat to Publication Management: Organizing your related work using BibSonomy & LLMs0
Code-Based English Models Surprising Performance on Chinese QA Pair Extraction Task0
RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture0
Graph database while computationally efficient filters out quickly the ESG integrated equities in investment management0
Flexibly Scaling Large Language Models Contexts Through Extensible Tokenization0
The Chronicles of RAG: The Retriever, the Chunk and the Generator0
Bridging the Preference Gap between Retrievers and LLMs0
Reinforcement Learning for Optimizing RAG for Domain Chatbots0
Natural Language Programming in Medicine: Administering Evidence Based Clinical Workflows with Autonomous Agents Powered by Generative Large Language Models0
Beyond Extraction: Contextualising Tabular Data for Efficient Summarisation by Language Models0
Concurrent Brainstorming & Hypothesis Satisfying: An Iterative Framework for Enhanced Retrieval-Augmented Generation (R2CBR3H-SR)Code0
Question-Answering Based Summarization of Electronic Health Records using Retrieval Augmented Generation0
Enhancing Multilingual Information Retrieval in Mixed Human Resources Environments: A RAG Model Implementation for Multicultural Enterprise0
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language ModelsCode0
Evaluating Transferability in Retrieval Tasks: An Approach Using MMD and Kernel Methods0
A Reliable Knowledge Processing Framework for Combustion Science using Foundation Models0
RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language ModelsCode2
Advancing TTP Analysis: Harnessing the Power of Large Language Models with Retrieval Augmented GenerationCode1
Dynamic In-Context Learning from Nearest Neighbors for Bundle Generation0
HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs ResponsesCode1
ESGReveal: An LLM-based approach for extracting structured data from ESG reports0
Privacy-Preserved Neural Graph DatabasesCode0
README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLPCode0
Parameter Efficient Tuning Allows Scalable Personalization of LLMs for Text Entry: A Case Study on Abbreviation Expansion0
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