Category: How to

December 29, 2020 Greggory Elias No comments exist

Tutorial: How to pre-train ELECTRA for Spanish from Scratch Originally published by Skim AI’s Machine Learning Researcher, Chris Tran. Introduction This article is on how pre-train ELECTRA, another member of the Transformer pre-training method family, for Spanish to achieve state-of-the-art results in Natural Language Processing benchmarks. It is Part III in a series on training…

December 28, 2020 Greggory Elias

Tutorial: How to Fine-Tune BERT for Extractive Summarization Originally published by Skim AI’s Machine Learning Researcher, Chris Tran 1. Introduction Summarization has long been a challenge in Natural Language Processing. To generate a short version of a document while retaining its most important information, we need a model capable of accurately extracting the key points…

February 10, 2020 Asya Sharrow No comments exist

How to use Skim AI in your research process It’s very likely that your organization’s current methods for managing the research process, the data collected from it and the content produced as a result are coming up short. Tools like Google Drive, Evernote, and built-in search from your computer don’t provide the advanced precision required…

July 22, 2019 Asya Sharrow

We here at Skim AI know how to say a lot with few words and that’s the goal of every thesis statement. But it’s not easy. Seriously…how do you break down the main idea of a five to six-page research paper into one sentence? Well, we’ve broken down that whole process into five easy steps just for you.

July 15, 2019 Asya Sharrow No comments exist

How to Painlessly Write a Summary At Skim AI, we’re experts at getting to the point. We know the summarization process is tough so we’ve put together a guide to help you painlessly write a summary no matter your purpose for doing so. Before you start, determine why you need to write a summary.  No matter…