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 | 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...
by Greggory Elias | Jan 6, 2020 | Uncategorized
As our community of users grows, our team has taken time to listened to what you need to continue helping you optimize your efforts. With v3.0 of Skim AI, we’ve improved design, extended search functionality and made it even easier to skim your own files....
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...
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...
by Greggory Elias | Oct 23, 2019 | LLMs / NLP
Are We Really Making Progress on Neural Recommendation Approaches? A summary of Maurizio Ferrari Dacrema, et al.’s Recent Article at RecSys 2019 Neural Recommendation AlgorithmsRecommendation algorithms have become ubiquitous across commercial fields, from the Amazon...
by Greggory Elias | Sep 18, 2019 | Uncategorized
One tool for (all) researchers It’s common practice to classify things into different categories to simplify a concept or a problem. But how often does that classification lead us to apply our predisposed notions of one category on the overall concept? For...
by Greggory Elias | Sep 10, 2019 | LLMs / NLP
Searching for top 20% facts We all know that there’s an infinite amount of data on the internet for essentially any topic. Don’t believe me? Let’s test it. It took Google 0.46 seconds to give me 460 MILLION results for “multi-label text classification.” You get the...
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...
by Greggory Elias | Aug 9, 2019 | Uncategorized
We’ve made it even easier to take notes your way. Whether you’re reading through the original content, reviewing the summary or checking out the facts, we’ve rolled out a few new features that remove barriers to streamlining your research even further....
by Greggory Elias | Aug 7, 2019 | Uncategorized
50,000 Websites and 10,000 Hours:The Story of Skim AI The two numbers that drove the mission of Skim AI: 50,000 websites are published every day with new information to mine and after 10,000 hours of practice, I became an expert mining them. Skim AI’s goal? To...
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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