You're working on an NLP system that needs to identify structured facts like people, organizations, locations, dates, and product names directly from raw text. A common way to do this is named entity recognition.
What is named entity recognition?
Understanding of named entity recognition as a sequence labeling taskHow tokenization interacts with entity boundariesHow transformer language models are fine-tuned for token classificationHow NER systems are evaluated with span-level F1