Category: Computational Linguistics
What are the Advantages of Data Annotation
1. Introduction Machine learning models, especially those based on supervised learning, rely heavily on labeled datasets for training. These labels provide the ground truth that [more…]
Data Annotation Techniques: A Comprehensive Overview
Introduction The rise of machine learning, particularly deep learning, has established the critical role of labeled data. Data annotation, the process of adding informative tags [more…]
Text Analysis: Deconstructing and Reconstructing Meaning
Introduction Natural Language Processing (NLP) is a subfield of computer science, artificial intelligence, information engineering, and human-computer interaction. This field focuses on how to program [more…]
The Steps that Help Computer to Understand Human Language
Natural language processing uses Language Processing Pipelines to read, pipelines Pipeline apply the human decipher and understand human languages. These pipelines consist of six [more…]
What is Data Analysis?
Data is Everywhere, in sheets, in social media platforms, in product reviews and feedback, everywhere. In this latest information age it’s created at blinding speeds [more…]