Nasopharyngeal carcinoma is characterised by distinct geographical distribution and is
particularly prevalent in east and southeast Asia. Epidemiological trends in the past decade�…

In a world of growing complexity and uncertainty, the security of food supplies is threatened
by many factors. These include multiple processes of global change (eg climate change�…

Lung cancer is the leading cause of cancer-related death in the United States. An estimated
219,440 new cases (116,090 men; 103,350 women) of lung and bronchus cancer were�…

Neural Machine Translation (NMT) is an end-to-end learning approach for automated
translation, with the potential to overcome many of the weaknesses of conventional phrase�…

Finetuning language models on a collection of datasets phrased as instructions has been
shown to improve model performance and generalization to unseen tasks. In this paper we�…

With the capability of modeling bidirectional contexts, denoising autoencoding based
pretraining like BERT achieves better performance than pretraining approaches based on�…

We explore how generating a chain of thought---a series of intermediate reasoning steps---
significantly improves the ability of large language models to perform complex reasoning. In�…

Abstract Deep Neural Networks (DNNs) are powerful models that have achieved excellent
performance on difficult learning tasks. Although DNNs work well whenever large labeled�…

This paper explores a simple method for improving the zero-shot learning abilities of
language models. We show that instruction tuning--finetuning language models on a�…

We present the next generation of MobileNets based on a combination of complementary
search techniques as well as a novel architecture design. MobileNetV3 is tuned to mobile�…