Researcher profile
Antonia Creswell
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Scaling Language Models: Methods, Analysis & Insights from Training Gopher
2021 · arXiv (Cornell University)
Language modelling provides a step towards intelligent communication systems by harnessing large repositories of written human knowledge to better predict and understand the world. In this paper, we present an analysis of Transformer-based language model …
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Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning
2022 · arXiv (Cornell University)
Large language models (LLMs) have been shown to be capable of impressive few-shot generalisation to new tasks. However, they still tend to perform poorly on multi-step logical reasoning problems. Here we carry out a comprehensive …