Natural Language Processing Quiz Quiz NLP Expert Level Quiz 9 Pradip Devkar December 10, 2024 n expert-level quiz is designed to challenge individuals with advanced knowledge and deep understanding of a specific subject. For instance, in your case of creating expert-level quizzes on natural language processing (NLP), the quiz NLP Expert Level Quiz 9 These questions cover advanced concepts in NLP such as transformers, embeddings, attention mechanisms, and various classical techniques used in text processing. 1 / 10 Which of the following techniques is used to measure the similarity between two sentences? Jaccard Similarity Cosine Similarity Euclidean Distance All of the above 2 / 10 Which method can be used to represent multiple words or a sentence as a single vector? Bag of Words Word2Vec GloVe All of the above 3 / 10 Which of the following is an example of a transformer-based model? Word2Vec GPT LSTM SVM 4 / 10 Which NLP technique is used for finding the syntactic structure of a sentence? Dependency parsing Named Entity Recognition (NER) Sentiment Analysis Tokenization 5 / 10 Which of the following methods is used for generating text based on a sequence of previous words? Autoencoders Recurrent Neural Networks (RNNs) K-Means Random Forest 6 / 10 What is the purpose of Attention Mechanisms in NLP models? To give more importance to certain words when making predictions To reduce the size of input sequences To classify text based on predefined categories To summarize long documents 7 / 10 What does TF-IDF stand for? Term Frequency-Inverse Document Frequency Term Frequency-Inverse Document Frequency Text Frequency-Index Document Frequency Text Feature-Inverse Document Frequency 8 / 10 Which of the following NLP models is primarily used for question answering tasks? BERT GPT T5 All of the above 9 / 10 Which of the following techniques is NOT typically used for text preprocessing? Tokenization Stop word removal Feature scaling Stemming 10 / 10 Which of the following is true about the Transformer architecture? It relies on sequential processing It uses self-attention to process the input It was designed to replace Recurrent Neural Networks (RNNs) All of the above Your score isThe average score is 30% 0% Restart quiz Share this… Whatsapp Linkedin Facebook Twitter Gmail Related Tags: #NLP, #NLP Quiz Continue Reading Previous NLP advanced Quiz 8Next NLP Expert Level Quiz 10 More Stories Gen AI Quiz Quiz Gen Ai Advanced Quiz 8 Pradip Devkar December 20, 2024 Gen AI Quiz Quiz Gen Ai Advanced Quiz 7 Pradip Devkar December 20, 2024 Gen AI Quiz Quiz Gen Ai Medium Level Quiz 6 Pradip Devkar December 10, 2024 Leave a Reply Cancel replyYou must be logged in to post a comment.
