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Retrieval-augmented Generation

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Showing 2151–2196 of 2196 papers

TitleStatusHype
AlignedCoT: Prompting Large Language Models via Native-Speaking DemonstrationsCode0
Don't forget private retrieval: distributed private similarity search for large language models—0
Chemist-X: Large Language Model-empowered Agent for Reaction Condition Recommendation in Chemical Synthesis—0
Ever: Mitigating Hallucination in Large Language Models through Real-Time Verification and RectificationCode0
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
FloodBrain: Flood Disaster Reporting by Web-based Retrieval Augmented Generation with an LLM—0
AI-TA: Towards an Intelligent Question-Answer Teaching Assistant using Open-Source LLMsCode0
GAR-meets-RAG Paradigm for Zero-Shot Information Retrieval—0
Chainpoll: A high efficacy method for LLM hallucination detectionCode0
FABULA: Intelligence Report Generation Using Retrieval-Augmented Narrative Construction—0
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
GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models—0
LLM4VV: Developing LLM-Driven Testsuite for Compiler ValidationCode0
Intuitive or Dependent? Investigating LLMs' Behavior Style to Conflicting Prompts—0
Attention Sorting Combats Recency Bias In Long Context Language ModelsCode0
Chatmap : Large Language Model Interaction with Cartographic Data—0
MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering—0
Automating construction contract review using knowledge graph-enhanced large language models—0
BioinspiredLLM: Conversational Large Language Model for the Mechanics of Biological and Bio-inspired Materials—0
A Study on the Implementation of Generative AI Services Using an Enterprise Data-Based LLM Application Architecture—0
Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs—0
Retrieval Augmented Generation using Engineering Design KnowledgeCode0
Prompt Generate Train (PGT): Few-shot Domain Adaption of Retrieval Augmented Generation Models for Open Book Question-Answering—0
TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal PredictionCode0
UniPoll: A Unified Social Media Poll Generation Framework via Multi-Objective OptimizationCode0
Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation—0
Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs—0
Learning Answer Generation using Supervision from Automatic Question Answering Evaluators—0
Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models—0
CORE: A Retrieve-then-Edit Framework for Counterfactual Data GenerationCode0
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering—0
FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation—0
Multi-Task Retrieval-Augmented Text Generation with Relevance Sampling—0
Retrieval-augmented Generation across Heterogeneous Knowledge—0
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model—0
KGI: An Integrated Framework for Knowledge Intensive Language Tasks—0
End-to-End Table Question Answering via Retrieval-Augmented Generation—0
A Survey on Retrieval-Augmented Text Generation—0
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks—0
Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form StoriesCode0
Efficient Retrieval Augmented Generation from Unstructured Knowledge for Task-Oriented DialogCode0
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