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Retrieval-augmented Generation

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TitleStatusHype
ReSLLM: Large Language Models are Strong Resource Selectors for Federated Search—0
RAG-Fusion: a New Take on Retrieval-Augmented Generation—0
Large Multi-Modal Models (LMMs) as Universal Foundation Models for AI-Native Wireless Systems—0
Weaver: Foundation Models for Creative Writing—0
Development and Testing of a Novel Large Language Model-Based Clinical Decision Support Systems for Medication Safety in 12 Clinical Specialties—0
Development and Testing of Retrieval Augmented Generation in Large Language Models -- A Case Study Report—0
Enhancing Large Language Model Performance To Answer Questions and Extract Information More Accurately—0
A RAG-based Question Answering System Proposal for Understanding Islam: MufassirQAS LLM—0
UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems—0
Revolutionizing Retrieval-Augmented Generation with Enhanced PDF Structure Recognition—0
Evaluating and Enhancing Large Language Models Performance in Domain-specific Medicine: Osteoarthritis Management with DocOA—0
Prompt-RAG: Pioneering Vector Embedding-Free Retrieval-Augmented Generation in Niche Domains, Exemplified by Korean Medicine—0
ChatQA: Surpassing GPT-4 on Conversational QA and RAG—0
BibSonomy Meets ChatLLMs for Publication Management: From Chat to Publication Management: Organizing your related work using BibSonomy & LLMs—0
RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture—0
Code-Based English Models Surprising Performance on Chinese QA Pair Extraction Task—0
Graph database while computationally efficient filters out quickly the ESG integrated equities in investment management—0
The Chronicles of RAG: The Retriever, the Chunk and the Generator—0
Flexibly Scaling Large Language Models Contexts Through Extensible Tokenization—0
Bridging the Preference Gap between Retrievers and LLMs—0
Reinforcement Learning for Optimizing RAG for Domain Chatbots—0
Natural Language Programming in Medicine: Administering Evidence Based Clinical Workflows with Autonomous Agents Powered by Generative Large Language Models—0
Beyond Extraction: Contextualising Tabular Data for Efficient Summarisation by Language Models—0
Question-Answering Based Summarization of Electronic Health Records using Retrieval Augmented Generation—0
Concurrent Brainstorming & Hypothesis Satisfying: An Iterative Framework for Enhanced Retrieval-Augmented Generation (R2CBR3H-SR)Code0
Enhancing Multilingual Information Retrieval in Mixed Human Resources Environments: A RAG Model Implementation for Multicultural Enterprise—0
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language ModelsCode0
Evaluating Transferability in Retrieval Tasks: An Approach Using MMD and Kernel Methods—0
A Reliable Knowledge Processing Framework for Combustion Science using Foundation Models—0
Dynamic In-Context Learning from Nearest Neighbors for Bundle Generation—0
ESGReveal: An LLM-based approach for extracting structured data from ESG reports—0
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 Expansion—0
Experimenting with Large Language Models and vector embeddings in NASA SciX—0
RealGen: Retrieval Augmented Generation for Controllable Traffic Scenarios—0
GEAR-Up: Generative AI and External Knowledge-based Retrieval Upgrading Scholarly Article Searches for Systematic Reviews—0
Dynamic Retrieval-Augmented Generation—0
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge GapsCode0
Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping—0
DevBots can co-design APIs—0
Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs—0
Context Tuning for Retrieval Augmented Generation—0
PaperQA: Retrieval-Augmented Generative Agent for Scientific Research—0
A Glitch in the Matrix? Locating and Detecting Language Model Grounding with FakepediaCode0
IAG: Induction-Augmented Generation Framework for Answering Reasoning Questions—0
SenTest: Evaluating Robustness of Sentence Encoders—0
How to Build an AI Tutor That Can Adapt to Any Course Using Knowledge Graph-Enhanced Retrieval-Augmented Generation (KG-RAG)—0
Novel Preprocessing Technique for Data Embedding in Engineering Code Generation Using Large Language Model—0
Minimizing Factual Inconsistency and Hallucination in Large Language Models—0
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