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NLP-driven Word Clouds in Data Marketplace
by András Aponyi 3 Jan 2022
Bilingual, NLP-driven word clouds are now available in TAUS Data Marketplace. In this article, we ..
Data
Data-Enhanced Machine Translation
by Jaap van der Meer 2 Dec 2021
This is the third article in my series on Translation Economics of the 2020s. In the first article ..
Data
Data and AI Trends in 2022
by Şölen Aslan 1 Dec 2021
Technologies such as Natural Language Processing (NLP), deep learning and computer vision have been ..
Data
Everyone wants to do the model work, not the data work.
by Husna Sayedi 18 Nov 2021
Google Research team has recently published a paper titled Data Cascades in High-Stakes AI. The six ..
Data
Explainable AI (XAI): NLP Edition
by Husna Sayedi 4 Nov 2021
What is Explainable AI?  As AI is becoming more prominent in high-stakes industries like ..
Data
What is Training Data?
by Husna Sayedi 4 Oct 2021
A machine learning algorithm uses data to learn and make decisions. The algorithm develops ..
Data
Why Does Training Data for AI and ML Matter?
by Husna Sayedi 4 Oct 2021
Training data is perhaps one of the most integral pieces of machine learning and artificial ..
Data
Types of Training Data
by Husna Sayedi 4 Oct 2021
Training data is used in three primary types of machine learning: supervised, unsupervised, and ..
Data
How Much Training Data Do I Need?
by Husna Sayedi 4 Oct 2021
The amount of training data you need depends on many variables - the model you use, the task you ..
Data
Why Do Data Cleaning and Anonymization Matter?
by Husna Sayedi 4 Oct 2021
Data cleaning is an essential step in machine learning and takes place before the model training ..
Data
Training Data Sourcing Methods
by Husna Sayedi 4 Oct 2021
Training data can be sourced from many different places, depending on your machine learning ..
Data
Web Scraping for Parallel Corpora Creation
by Lisa Vasileva 1 Oct 2021
Acquiring high-quality parallel corpora is essential for training good-performing MT engines. There ..