Example of a Negative Input for Polarity Classification
In the context of polarity classification, the statement 'The traffic is terrible during rush hours, making it difficult to reach the airport on time' serves as an example of an input with negative sentiment. The word 'terrible' and the phrase 'making it difficult' clearly indicate a negative experience.
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Ch.1 Pre-training - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
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Example of a Negative Input for Polarity Classification
Examples of Positive Inputs for Polarity Classification
Example of a Prompt with a Post-Input Instruction for Polarity Classification
A developer needs a language model to classify customer feedback into one of three categories: 'positive', 'negative', or 'neutral'. The primary goal is to ensure the model's output is only one of these three words, without any additional explanation or conversational text. Which of the following instruction-based prompts is most effective for this specific requirement?
Analyze the following instruction-based prompts designed for a text classification task. Match each prompt to the description that best characterizes its primary approach.
Improving a Faulty Classification Prompt
Learn After
A team is building a system to categorize customer feedback. They need to find a clear example of a negative review to test their system. Which of the following inputs would be the most suitable example of a text with a distinctly negative polarity?
Identifying Negative Sentiment Cues
Match each statement to its corresponding sentiment polarity.