Natural Language Processing Quiz Quiz NLP Medium Quiz 6 Pradip Devkar November 30, 2024 NLP’s main objective is to allow machines to process, understand, and interact with human language, whether it’s in text or speech form. This involves tasks like language translation, sentiment analysis, and text generation. NLP Medium Quiz 6 NLP's main objective is to allow machines to process, understand, and interact with human language, whether it's in text or speech form. This involves tasks like language translation, sentiment analysis, and text generation. 1 / 10 Which of the following is a pre-trained language model used in NLP? GPT-3 Random Forest K-means SVM 2 / 10 In Word2Vec, what does the 'skip-gram' model do? Predicts the context words based on a given word Predicts a word given its context words Reduces the dimensionality of word vectors Measures word similarity 3 / 10 Which of the following is a common challenge in NLP? Noise in data Overfitting Lack of computing power All of the above 4 / 10 Which algorithm is typically used for text classification tasks in NLP? Linear regression Naive Bayes K-means clustering Principal Component Analysis 5 / 10 Which of the following is an example of a named entity in NLP? "The cat" "Paris" "Running fast" "Quickly" 6 / 10 Which of the following is an example of a bag-of-words (BoW) model? A model where the order of words in a sentence is preserved A model that represents text as a collection of word frequencies, ignoring grammar and word order A model that uses neural networks for text generation A model that uses sentence embeddings 7 / 10 What is tokenization in NLP? Removing stop words from the text Converting text to lowercase Splitting text into smaller units like words or phrases Removing punctuation from text 8 / 10 Which of the following techniques is used for part-of-speech tagging in NLP? K-means clustering Hidden Markov Models (HMM) Support Vector Machines (SVM) Principal Component Analysis (PCA) 9 / 10 Which of the following is a common application of NLP? Face recognition Text translation Image captioning Object detection 10 / 10 What is the main goal of Natural Language Processing (NLP)? To process images To enable computers to understand and interact with human language To understand only spoken language To develop speech recognition systems Your score isThe average score is 80% 0% Restart quiz Share this… Whatsapp Linkedin Facebook Twitter Gmail Related Tags: #NLP Quiz, #Quiz Continue Reading Previous NLP Medium Quiz 5 More Stories Natural Language Processing Quiz Quiz NLP Medium Quiz 5 Pradip Devkar November 7, 2024 Natural Language Processing Quiz Quiz NLP Medium Quiz 4 Pradip Devkar November 7, 2024 Deep Learning Quiz Quiz Deep Learning Expert Quiz 10 Pradip Devkar November 6, 2024 Leave a Reply Cancel replyYou must be logged in to post a comment.
