Retrieval-Augmented Generation (RAG): From Theory to LangChain Implementation, by Leonie Monigatti
A computational pipeline for data augmentation towards the improvement of disease classification and risk stratification models: A case study in two clinical domains - ScienceDirect
Rob MILLER, Head of Department, University College London, London, UCL, Department of Information Studies (DIS)
Introduction to Dataset Augmentation and Expansion
Antonis BIKAKIS, Senior Lecturer, PhD in Computer Science, University College London, London, UCL, Department of Information Studies (DIS)
Data Augmentation in NLP: Best Practices From a Kaggle Master
Data augmentation: A comprehensive survey of modern approaches - ScienceDirect
PDF) On the Effects of Knowledge-Augmented Data in Word Embeddings
Which is better, retrieval augmentation (RAG) or fine-tuning? Both.
Two minutes NLP — A Taxonomy of Data Augmentation for Text Classification, by Fabio Chiusano, NLPlanet
Synonym augmentation pipeline
Level Up 🚀 Your Computer Vision 👀 Game: Harnessing the Potential of Image Augmentation, by Afaque Umer
Luke DICKENS, Lecturer, PhD, University College London, London, UCL, Department of Information Studies (DIS)
What is image augmentation - Albumentations Documentation