Synonym augmentation pipeline

Augment Your Small Dataset Using Transformers and Synonym Replacement for Sentiment Analysis (Part 1), by Claudio Mazzoni

Antonis BIKAKIS, Senior Lecturer, PhD in Computer Science, University College London, London, UCL, Department of Information Studies (DIS)

Data augmentation: A comprehensive survey of modern approaches - ScienceDirect

Rob MILLER, Head of Department, University College London, London, UCL, Department of Information Studies (DIS)

Token replacement-based data augmentation methods for hate speech detection

A Visual Survey of Data Augmentation in NLP

Image augmentation pipeline for Lookout for Vision

Rob MILLER, Head of Department, University College London, London, UCL, Department of Information Studies (DIS)

Retrieval-Augmented Generation (RAG): From Theory to LangChain Implementation, by Leonie Monigatti

A survey of automated data augmentation algorithms for deep learning-based image classification tasks

Luke DICKENS, Lecturer, PhD, University College London, London, UCL, Department of Information Studies (DIS)

Text Data Augmentation for Deep Learning, Journal of Big Data