Text Classification

The task of assigning predefined categories or labels to a piece of text based on its content. Applications include spam detection, topic categorization, sentiment analysis, and content moderation. One of the most widely deployed NLP tasks in industry, approachable with everything from simple rule-based systems to fine-tuned large language models.