Challenges of Data Annotation in NLP Projects and How to Overcome Them
In Natural Language Processing (NLP), annotated data serves as the lifeblood of model performance. But high-quality, precisely annotated data doesn’t come easy. NLP annotation presents unique challenges: from interpreting complex language nuances to handling varied data sources. Here, we’ll explore the biggest hurdles NLP teams face and practical strategies to turn these into stepping stones … Read more