by Greggory Elias | Dec 10, 2022 | Enterprise AI, How to, LLMs / NLP
9 Ways Companies Use AI for Social Listening Customer engagement is a key ingredient for the success of any business enterprise. To succeed at marketing, organizations need to align themselves with the voices and expectations of their target audience. That’s not...
by Greggory Elias | Dec 2, 2022 | Enterprise AI, How to
How Healthcare Could Use Explainable AI? Healthcare, finance, insurance, and manufacturing are just a few industries where artificial intelligence (AI) greatly impacts. More complex AI models are being developed to meet the requirements of particular use cases....
by Greggory Elias | Dec 29, 2020 | Enterprise AI, How to, LLMs / NLP
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...
by Greggory Elias | Dec 28, 2020 | Enterprise AI, How to, LLMs / NLP
Tutorial: How to Fine-tune BERT for NER Originally published by Skim AI's Machine Learning Researcher, Chris Tran. Introduction This article is on how to fine-tune BERT for Named Entity Recognition (NER). Specifically, how to train a BERT variation, SpanBERTa, for...
by Greggory Elias | Dec 28, 2020 | Enterprise AI, How to, LLMs / NLP
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...
by Greggory Elias | Dec 28, 2020 | Enterprise AI, How to, LLMs / NLP
Named Entity Recognition with Transformers IntroductionPermalink Part I: How We Trained RoBERTa Language Model for Spanish from Scratch In my previous blog post, we discussed how we pretrained SpanBERTa, a transformer language model for Spanish, on a big corpus from...
by Greggory Elias | Apr 29, 2020 | How to, LLMs / NLP
SpanBERTa: How We Trained RoBERTa Language Model for Spanish from Scratch Originally published by Skim AI’s Machine Learning Research Intern, Chris Tran. spanberta_pretraining_bert_from_scratch Introduction¶ Self-training methods with transformer models...
by Greggory Elias | Apr 15, 2020 | How to, LLMs / NLP
Tutorial: Fine tuning BERT for Sentiment Analysis Originally published by Skim AI’s Machine Learning Researcher, Chris Tran. BERT_for_Sentiment_Analysis A – Introduction¶ In recent years the NLP community has seen many breakthoughs in Natural Language...
by Greggory Elias | Feb 10, 2020 | How to
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...
by Greggory Elias | Aug 7, 2019 | How to
How to Summarize the News The purpose of a summary is to state what importance a piece of news contains. Follow these 6 steps to summarize the news clearly and comprehensively. Before you begin to summarize the news, you need to know the intended audience of the...
by Greggory Elias | Jul 22, 2019 | How to
5 steps for writing a top-notch thesis statement 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...
by Greggory Elias | Jul 15, 2019 | How to
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...
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