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

What is the primary goal of language modeling in natural language processing?Question 1Answera.To generate human-like textb.To identify and classify named entities in textc.To classify text into different sentiment categoriesd.To predict the next word in a sequence

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 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 is Natural Language Processing (NLP)?

Natural Language Processing (NLP). NLP is the technology behind Copilot's ability to read, comprehend, and generate text similar to how humans would. Built on neural networks, NLP allows Copilot to analyze textual content, understand its full context and meaning, and generate natural language suggestions. NLP is a pivotal AI technology that helps machines understand, interpret, and respond to human language in a way that's meaningful. Some of the components involved in NLP include: