Enterprise AI Archives - Page 10 of 10

Tutorial: How to Fine-Tune BERT for Extractive Summarization

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...

Named Entity Recognition with Transformers

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...

8 Ways News & Content Companies Use A.I. to Save Money & Improve UX

by Greggory Elias | Dec 11, 2020 | Enterprise AI, LLMs / NLP, Project Management

8 Ways News & Content Companies use A.I. to Save Money and Improve UX The best way to understand the impact of technology is to understand the specifics, examples of how to actually apply technology to solve current problems. The following are 8 common AI...

6 Problems AI is Good at Solving

by Greggory Elias | Dec 9, 2020 | Enterprise AI, LLMs / NLP, Project Management

6 Problems AI is Good At Solving Over 85% of data science projects fail to go beyond testing and into production. If everyone is starting a Machine Learning / Artificial Intelligence project, where is it going wrong? With this post it should help you to focus on the...

10 Questions to Ask Before Starting a Machine Learning Project

by Greggory Elias | Mar 20, 2020 | Enterprise AI, LLMs / NLP, Project Management

10 Questions to Ask Before Starting a Machine Learning Project Over 80% of data science projects fail to go beyond testing and into production. If everyone is starting a machine learning project, where is it going wrong? Undoubtedly, ML solutions increase efficiencies...

The new wave in journalism – robot writers?

by Greggory Elias | Jan 30, 2020 | Enterprise AI, LLMs / NLP

The new wave in journalism – robot writers? So, how prevalent are robot reporters? What dangers do robot reports pose? What is the likelihood that the article you are reading wasn’t written by a human? A 2015 report stated the AP was generating about 3,000...

Topic Modeling for Product Managers

by Greggory Elias | Dec 5, 2019 | Enterprise AI, LLMs / NLP, Project Management

Topic Modeling for Product Managers What is Topic Modeling? Topic modeling is a type of natural language processing (NLP) used to find “topics,” or commonly occurring words or groups of words, within a set of documents. Topic models are critical to product managers...

Real-time production models – How do they differ from benchmark tests?

by Greggory Elias | Aug 26, 2019 | Enterprise AI, LLMs / NLP, Project Management

Real-time production models – How do they differ from benchmark tests? What are Real-Time Production Models and Benchmark Tests? Real-time production models are models that enable users to take data collected during production and analyze both current production...