Transfer Learning in NLP

What is Transfer Learning? Transfer learning, a cornerstone in the realm of Natural Language Processing (NLP), transforms the way we approach language models. It’s akin to giving a new employee a comprehensive manual about your company’s operations, significantly shortening their learning curve. In NLP, this “manual” comes in the form of pre-trained language models which […]
Sentiment Analysis

What do you mean by sentiment analysis? At the heart of understanding human communication lies the ability to not just comprehend the literal meaning of words, but to also gauge the emotions and opinions they convey. This is where Sentiment Analysis, a fascinating branch of natural language processing (NLP), steps in. It serves as a […]
Named Entity Recognition (NER)

Named Entity Recognition in NLP In the realm of Natural Language Processing (NLP), one of the most intriguing tasks is extracting structured information from unstructured text. This process, known as Named Entity Recognition (NER), is akin to a treasure hunt within the vast sea of words, where the treasures are specific pieces of information categorized […]