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5.   What role does cognitive system play in the debate preparation process?
                          a.  It only learns new information
                          b.  It helps to understand, reason, learn, and interact
                          c.  It focuses solely on understanding the topic
                          d.  It ignores opponent's arguments

                     6.   According to Groucho Marx’s statement : which of the following can be tokenized into useful categories?
                          a.  Adjectives and adverbs                     b.  Entities and relationships
                          c.  Pronouns and prepositions                  d.  Sentences and paragraphs

                     7.   What is a key characteristic of a rule-based chatbot?
                          a.  Uses Natural Language Processing and Machine Learning
                          b.  Works with established rules and decision trees
                          c.  Provides personalised interactions based on user preferences
                          d.  Prone to biases in training data
                     8.   Which technology does AI-based chatbots use to understand and respond to user input?
                          a.  Pre-programmed rules
                          b.  Natural Language Processing (NLP) and Machine Learning

                          c.  Decision trees
                          d.  Manual programming
                     9.   What ethical considerations are associated with AI-based chatbots?
                          a.  Difficulty in understanding complex language
                          b.  Significant development expenditures

                          c.  Privacy, manipulation, and responsible use
                          d.  Consistent and accurate responses
                     10.  Which of the following integrates entities, concepts, relations, and predicates to add more context to language,
                          allowing machines to understand text data more accurately?
                          a.  Semantic System                            b.  Pragmatic Analysis
                          c.  Discourse Integration                      d.  Syntactic Analysis
                     11.  Which phase of NLP involves studying and identifying a language's word structure and breaking down text into
                          words, phrases, and paragraphs?
                          a.  Syntactic Analysis                         b.  Lexical Analysis
                          c.  Semantic Analysis                          d.  Pragmatic Analysis

                     12.  What does discourse integration primarily focus on?
                          a.  Extracting meaning from word usage in context
                          b.  Analysing and identifying the bigger context for smaller sections of text
                          c.  Reducing words to their root forms
                          d.  Ensuring grammatical correctness of sentences

                     13.  Which stage of NLP translates the given text using the knowledge gathered in the preceding stages?
                          a.  Sentiment Analysis                         b.  Syntactic Analysis
                          c.  Lexical Analysis                           d.  Pragmatic Analysis





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