Large Language ModelsEarth Models: Make Choice Between Fine-tuning and RAG
Researchers compare fine-tuning and retrievalbreaked generation methods when using language models as a world model in text-based environments.
#Retrieval Augmented Generation
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Large Language Models
Large Language ModelsLogicTree-RAG Automates Patent Writing With Artificial Intelligence
A new system allows large language models to produce long technical texts that protect their logical structure and facilitates the preparation of pate
Large Language ModelsEvdenT: Trust and Traceability in Corporate AI Assistants
A new system produces accurate and traceable responses by solving the sourcing problems of RAG-based corporate AI assistants.
Large Language ModelsAquiLLM: Measuring Scientific Accuracy in Open Welded RAG Systems
A new assessment framework tests the reliability of open-weight RAG-LLM systems designed for scientific research.
Large Language ModelsNew Triage Method That Improves Welding Reliability in RAG Systems
The researchers aim to reduce RAG errors by developing the pre-filter layer that evaluates the interest of resources in the query context.