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Pangeanic Blog


What Is Deep Learning and How Does It Improve Machine Translation?

The arrival of deep learning poses a particularly optimistic conundrum in the development of Artificial Intelligence: what if machines were capable of learning on their own, in the same way that we humans do?

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Why Data Masking Is So Important for Data Privacy

Data masking is essential to ensure the privacy of sensitive data. By eliminating sensitive information or replacing it with fictitious or altered data, its exposure is reduced and the privacy of the individuals or entities involved is protected....

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What Is Meta-Learning in Machine Learning and How Does It Work?

Conventional AI-based models aim to solve a given task from scratch by training and using a fine-tuned learning algorithm, but meta-learning seeks to improve that same learning algorithm, through various learning methods.

Thus, meta-learning is a...

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3 Types of Machine Translation and How to Use Them

If you are a content manager and own a business, you know how much time writing takes. One of your writers may produce content for your blog every week, for example, a content-rich article of about 1,000 words. It soon adds up to 10,000 words of...

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Top Annotation Guidelines for Human Labelers

The clarity of annotation guidelines is a key building block to obtain quality data used to train machine learning models. Proper training and annotation guidelines for human labelers are key factors directly determining how well those models will...

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Tips for Creating Accurate and Useful Image Data Sets

Computer vision data sets are essential for training machine learning models to detect objects, faces, and other visual features. However, it can be difficult to know what to annotate and how to do it correctly.

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Machine Translation is Revolutionizing eLearning Translation Services... And Fast!

The rise of eLearning has made education more accessible than ever before. The eLearning industry is valued at $315B in revenue, which makes it a lucrative sector many companies are stepping into. However, eLearning providers face one challenge:...

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The Importance and Challenges of AI Text-to-Speech

What does converting text to speech consist of?

Text-to-speech (TTS) technology transforms written text into audio format with a human-like voice. It is based on natural language processing and machine learning algorithms and can be used on a wide...

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Beyond ChatGPT: The Future of Large Language Models and AI

On March 22, 2023, we attended SlatorCon Remote, an online event where language industry experts and leaders came together to discuss this fascinating industry that is in constant growth. Some of the hot topics are new emerging markets and how...

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Data Discovery and Anonymization Toolkits

These days, intelligent data discovery tools allow organization leaders to accelerate analysis, benefit from AI-powered suggestions, detect what is most important in a timely manner, and perform the necessary actions or corrections.

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