What is document retrieval? Document retrieval is the process of retrieving specific documents or information from a database or a…
Understanding Pre-Trained Models Pre-trained models have become a game-changer in artificial intelligence and machine learning. They offer a shortcut to…
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 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 language identification? Language identification is a critical component of Natural Language Processing (NLP), a field dedicated to interacting…
What is text cleaning in NLP? Text cleaning, also known as text preprocessing or text data cleansing, is preparing and…