What is Information Extraction? Information extraction (IE) is a natural language processing (NLP) task that automatically extracting structured information from…
Binary classification is a fundamental concept in machine learning, and it serves as the building block for many other classification…
What is Natural Language Understanding? Natural Language Understanding (NLU) is the cornerstone of modern artificial intelligence that empowers machines to…
The need for continual learning In the ever-evolving landscape of machine learning and artificial intelligence, the ability to adapt and…
What is sequence-to-sequence? Sequence-to-sequence (Seq2Seq) is a deep learning architecture used in natural language processing (NLP) and other sequence modelling…
What is cross-entropy loss? Cross-entropy Loss, often called "cross-entropy," is a loss function commonly used in machine learning and deep…
What is natural language generation? Natural Language Generation (NLG) is a subfield of artificial intelligence (AI) and natural language processing…
What are loss functions? Loss functions, also known as a cost or objective functions, are critical component in training machine…
What is cross-lingual transfer learning? Cross-lingual transfer learning is a machine learning technique that involves transferring knowledge or models from…
What is text labelling? Text labelling, or text annotation or tagging, assigns labels or categories to text data to make…