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 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...
by Greggory Elias | Jul 27, 2020 | LLMs / NLP, Project Management
Natural Language Generation and Its Business Applications Natural Language Generation (NLG) As a continued exploration of AI Authors and Robot-Generated news, it is worthwhile to explore some of the technology driving these algorithms. AI designed to generate...
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 | 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...
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...
by Greggory Elias | Nov 6, 2019 | LLMs / NLP, Project Management
What You Should Know Before You Select aSentiment Analysis Dataset Why do you need a sentiment analysis dataset for training?Sentiment models are a type of natural language processing (NLP) algorithm that determines the polarity of a piece of text. That is, a...
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