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Retrieval-augmented Generation

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Showing 2126–2150 of 2196 papers

TitleStatusHype
Chemist-X: Large Language Model-empowered Agent for Reaction Condition Recommendation in Chemical Synthesis—0
ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation SystemsCode2
Ever: Mitigating Hallucination in Large Language Models through Real-Time Verification and RectificationCode0
Learning to Filter Context for Retrieval-Augmented GenerationCode2
A Comprehensive Evaluation of GPT-4V on Knowledge-Intensive Visual Question AnsweringCode1
Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking—0
Establishing Performance Baselines in Fine-Tuning, Retrieval-Augmented Generation and Soft-Prompting for Non-Specialist LLM Users—0
Large Language Models and Prompt Engineering for Biomedical Query Focused Multi-Document Summarisation—0
Enhancing LLM Intelligence with ARM-RAG: Auxiliary Rationale Memory for Retrieval Augmented Generation—0
AI-TA: Towards an Intelligent Question-Answer Teaching Assistant using Open-Source LLMsCode0
FloodBrain: Flood Disaster Reporting by Web-based Retrieval Augmented Generation with an LLM—0
GAR-meets-RAG Paradigm for Zero-Shot Information Retrieval—0
DISC-FinLLM: A Chinese Financial Large Language Model based on Multiple Experts Fine-tuningCode2
Chainpoll: A high efficacy method for LLM hallucination detectionCode0
FABULA: Intelligence Report Generation Using Retrieval-Augmented Narrative Construction—0
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-ReflectionCode4
Towards reducing hallucination in extracting information from financial reports using Large Language Models—0
MechGPT, a language-based strategy for mechanics and materials modeling that connects knowledge across scales, disciplines and modalities—0
CarExpert: Leveraging Large Language Models for In-Car Conversational Question Answering—0
Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language ModelCode1
GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language ModelsCode1
GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models—0
Glitter or Gold? Deriving Structured Insights from Sustainability Reports via Large Language ModelsCode1
LLM4VV: Developing LLM-Driven Testsuite for Compiler ValidationCode0
Retrieval-augmented Generation to Improve Math Question-Answering: Trade-offs Between Groundedness and Human PreferenceCode1
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