What is text preprocessing in NLP?Review LaterThe process of converting text into audio.The analysis of the syntactic structure of sentences.The identification of sentiment in textual data.The cleaning and transformation of raw text data for analysis.

Explain various phases of text preprocessing within a document.Discuss any one application for same

What is the purpose of tokenisation in NLP?Question 9Answera.Analyzing sentimentb.Identifying parts of speechc.Removing stop wordsd.Breaking text into words or phrases

Which of the following tasks is associated with syntactic analysis in NLP?  Question 7Answera.Named Entity Recognition (NER)b.Sentiment analysisc.Parsing sentence structured.Document classification

What is Natural Language Processing (NLP)?

What key steps are involved in basic text processing in natural language processing? Question 2Answera.Tokenization, stop words removal, stemming, and lemmatizationb.Bag of Words (BoW) model, TF-IDF, word embeddingsc.Named Entity Recognition (NER), part-of-speech tagging, syntax parsingd.Machine translation, sentiment analysis, topic modeling