31. Which NLP technique involves determining the syntactic structure of a sentence, including its grammatical relationships between words? A. Named Entity Recognition B. Sentiment Analysis C. Dependency Parsing D. Text Classification Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option C No explanation is given for this question Let's Discuss on Board
32. In the context of NLP, what does the term "lemmatization" aim to achieve? A. To recognize and classify named entities (e.g., names, locations) B. To identify the sentiment of a text C. To reduce words to their base or dictionary form D. To perform tokenization Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option C No explanation is given for this question Let's Discuss on Board
33. What is the primary use of "stemming" in NLP? A. To improve text readability B. To identify the sentiment of a text C. To reduce words to their root form D. To perform machine translation Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option C No explanation is given for this question Let's Discuss on Board
34. Which NLP task involves determining the language in which a text document is written? A. Named Entity Recognition B. Sentiment Analysis C. Language Identification D. Document Summarization Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option C No explanation is given for this question Let's Discuss on Board
35. In NLP, what does the term "named entity" typically refer to? A. Specific words and phrases B. Generic nouns C. Pronouns and conjunctions D. Verbs and adjectives Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option A No explanation is given for this question Let's Discuss on Board
36. Which NLP technique involves assigning a label or category to each word in a text, such as "noun," "verb," or "adjective"? A. Named Entity Recognition B. Sentiment Analysis C. Part-of-Speech Tagging D. Text Classification Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option C No explanation is given for this question Let's Discuss on Board
37. What is the primary goal of "Topic Modeling" in NLP? A. To generate random text B. To improve text readability C. To extract underlying themes or topics D. To perform tokenization Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option C No explanation is given for this question Let's Discuss on Board
38. Which NLP task involves identifying specific entities in text, such as names of people, organizations, and locations? A. Named Entity Recognition B. Sentiment Analysis C. Text Classification D. Document Summarization Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option A No explanation is given for this question Let's Discuss on Board
39. In NLP, what does the term "syntax" refer to? A. The meaning of words and phrases B. The structure and rules of grammar C. The emotional tone of a text D. The frequency of word occurrence Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option B No explanation is given for this question Let's Discuss on Board
40. What is the primary goal of "Document Classification" in NLP? A. To improve text readability B. To identify the sentiment of a text C. To assign predefined categories or labels to text documents D. To perform tokenization Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option C No explanation is given for this question Let's Discuss on Board
