Kuang Hao, Research Computing, NUS Information Technology, on 13 February 2022

The research into Deep Learning is growing at a rapid rate over the years. With more and more researchers stepping into the realm of AI, the need to use popular pre-trained models and packages increases as well.

This article introduces the newly installed language models on NUS HPC and demonstrates how to make use of them.

Kuang Hao, Research Computing, NUS Information Technology, on 13 October 2021

Working with an enormous amount of textual data is always hectic and time-consuming. Hence many companies and organizations make use of Information Extraction (IE) techniques to automate the process. Information Extraction is the task of automatically extracting structured information from unstructured documents. In most of the cases, this activity concerns processing human language texts by means of natural language processing (NLP). In this article, we will introduce common subtasks in information extraction and how to make use of opensource tools for those tasks.