IB CS Case study

Which of the following is NOT listed as a problem to be addressed for the chatbot in the scenario?

• Latency

• Linguistic nuances

• User interface design

• Ethical challenges

What does the term 'latency' refer to in the context of the chatbot's performance?

• The chatbot's ability to understand language

• The chatbot's response time

• The chatbot's ethical behavior

• The chatbot's dataset size

Fill in the blank: The chatbot's training dataset is not ______ enough, leading to poor accuracy in understanding and responding to customer queries.

• diverse

• large

• expensive

• recent

Which problem area is described as the chatbot's language model struggling to respond appropriately to ambiguous statements?

• Linguistic nuances

• Data privacy

• User authentication

• Hardware limitations

The chatbot's architecture is too simplistic and unable to handle complex language.

• True

• False

What is a potential risk mentioned regarding the chatbot's ethical challenges?

• Slow response time

• Inability to handle complex language

• Revealing personal information from its training dataset

• Poor accuracy in customer queries

What is one way to overcome dependencies in machine learning models for chatbots?

• To transform unstructured text into machine-actionable information using natural language understanding (NLU).

• To ignore user input and provide random responses.

• To use only rule-based systems for all conversations.

• To avoid using any training data for the chatbot.

According to the passage, what is the first stage of natural language processing?

• Syntactic analysis

• Lexical analysis

• Semantic analysis

• Pragmatic analysis

Which stage of natural language processing involves interpreting the grammar and structure of the sentence?

• Lexical analysis

• Syntactic analysis

• Discourse integration

• Pragmatic analysis

Fill in the blank: ________ analysis focuses on the meaning of the sentence and its individual words, such as understanding that the sentence is about the customer’s desire to make a claim related to a car accident.

• Semantic

• Syntactic

• Phonetic

• Pragmatic