Natural Language Processing (NLP) By A Staff Writer / July 10, 2025 Welcome to your Natural Language Processing (NLP) Level: Intermediate What is the primary goal of NLP? To process human language in a way computers can understand To translate human speech into code To perform arithmetic operations To store text data None Which of these techniques is used for word representation in NLP? One-Hot Encoding Word Embeddings Hash Maps Support Vectors None What does "tokenization" mean in NLP? Dividing text into smaller units like words or sentences Encrypting text for security Compressing text files Sorting words alphabetically None What is a common evaluation metric for text classification models? Mean Squared Error F1 Score Structural Similarity Index Root Mean Squared Log Error None Which model architecture is widely used for sequence-to-sequence tasks? Convolutional Neural Networks Recurrent Neural Networks K-Nearest Neighbors Decision Trees None Time's up
