LLMs / NLP Archives - Page 7 of 7

What You Should Know Before You Select a Sentiment Analysis Dataset

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...

Are We Really Making Progress on Neural Recommendation Approaches?

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...

Searching for top 20% facts

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...

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...