Antonia Creswell
Google DeepMind (United Kingdom)(GB)Google (United Kingdom)(GB)
Publications by Year
Research Areas
Generative Adversarial Networks and Image Synthesis, Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Digital Media Forensic Detection
Most-Cited Works
- → Generative Adversarial Networks: An Overview(2018)4,300 cited
- → Inverting the Generator of a Generative Adversarial Network(2018)325 cited
- → Scaling Language Models: Methods, Analysis & Insights from Training Gopher(2021)242 cited
- → Can language models learn from explanations in context?(2022)120 cited
- → Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning(2022)110 cited
- → On denoising autoencoders trained to minimise binary cross-entropy(2017)63 cited
- → Language models show human-like content effects on reasoning tasks(2022)53 cited
- → Language models, like humans, show content effects on reasoning tasks(2024)48 cited
- → Faithful Reasoning Using Large Language Models(2022)38 cited
- → An Explicitly Relational Neural Network Architecture(2019)25 cited