NER Synonyms Training

This guide outlines how to handle entity variations—such as abbreviations, synonyms, brand aliases, and common misspellings—within your NLP pipeline. You will learn how to augment training datasets with synonym sets, map diverse mentions to a single "canonical" value, and fine-tune your model to recognize entities regardless of how they are phrased.