Ans. Choosing the best NLP library depends on your specific needs. Popular ones include NLTK, SpaCy, and Hugging Face Transformers. NLTK is versatile for education, SpaCy excels in speed and simplicity, while Hugging Face Transformers offers pre-trained models for various tasks. Evaluate based on your project requirements.