by Greggory Elias | May 4, 2023 | Enterprise AI, How to, LLMs / NLP, Prompt Engineering
How To Write Job Descriptions and Interview Questions With ChatGPT In the highly competitive HR industry, finding the right talent can be a challenging task. ChatGPT, an advanced AI language model, can help streamline the recruitment process and improve candidate...
by Greggory Elias | May 2, 2023 | How to, Prompt Engineering
How to Write a Cover Letter With ChatGPT In this guide, we’ll outline the process of creating a personalized cover letter using ChatGPT. By inputting specific information about the company and role you’re applying for, ChatGPT can help you generate a...
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 | 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 11, 2019 | LLMs / NLP, Project Management
10 Best Practices for Storing Labeled Data You just had your big idea. You read a lot, and you thought it would be interesting to have a classifier that labels a speaker’s tone and determines their political affiliation. How would you begin to break down the problem...
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