Which of the following is NOT a characteristic of language models?<br /> A. a. They predict the next word in a sequence. <br />B. b. They determine sentence probability. <br />C. c. They transform text into speech. <br />D. d. They handle unknown words.

Which of the following represents the Bag of Words (BoW) model in natural language processing?Question 8Answera.A model that represents text as a set of unique words with their respective counts, ignoring grammar and word orderb.A model that represents text as a sequence of word embeddingsc.A model that predicts the next word in a sequence of textd.A model that captures the context of words in a sentence

Which of the following is not a component of NLP

What is the goal of Probabilistic Language Models?Select one:a. Translate languages automaticallyb. Identify keywords in a text c. Assign a probability to a sentenced. Classify documents based on rules

What do N-gram models represent in natural language processing? Question 6Answera.A model that captures the context of words in a sentenceb.A model that represents text as a set of unique words with their respective counts, considering sequences of n wordsc.A model that identifies and classifies named entities in textd.A model that predicts the next word in a sequence of text

What is the function of a language model in NLP?*1 pointTo classify text into predefined categoriesTo generate the probability of a sequence of wordsTo translate text from one language to anotherTo identify parts of speech in a sentence