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Data for AI
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 for AI
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 for AI
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 for AI
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 ..
Food for Thought
Reconfiguring the Translation Ecosystem in the 2020s
by
Jaap van der Meer
1 Oct 2021
In our article Translation Economics of the 2020s in Multilingual Magazine I raised the question ..
Success Stories
Breaking the Publishing Ground: From Dictionaries to Linguistic Data
by
Şölen Aslan
14 Sep 2021
TAUS Data Marketplace has brought new opportunities to everyone, from individual linguists and LSPs ..
Data for AI
Intent Recognition in NLP
by
Husna Sayedi
7 Sep 2021
What is Intent Recognition and Why is it Important? As our society continues to rely on ..
Data for AI
Domain Classification with Natural Language Processing
by
András Aponyi
19 Aug 2021
There is a vast collection of textual data on the internet and in various organizational databases ..
Food for Thought
A Journey into the Future of the Translation Industry
by
Jaap van der Meer
3 Aug 2021
The long-expected technical revolution is here. Automatic translation is no longer just a freebie ..
Data for AI
What is Sentiment Analysis? Types and Use Cases
by
Husna Sayedi
7 Jun 2021
Sentiment analysis is a subfield of Natural Language Processing (NLP) where the general sentiment ..
Data for AI
When to Community-Source Your Training Data for ML
by
Milica Panić
3 Jun 2021
The amount of content that is being produced worldwide and needs translation has been surging for ..
Data for AI
Data Preparation for ML: A Brief Guide
by
Husna Sayedi
1 Jun 2021
Perhaps the most pivotal step in your machine learning application is the data preparation phase. ..
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