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Identifying Limitations of Simple Keyword Mapping
A sentiment analysis system uses a simple rule to map a language model's output to either a POSITIVE or NEGATIVE label: it checks for the presence of the word 'positive' or 'negative' in the output sentence. Explain why this rule would fail for the output sentence: 'The review is not at all positive.'
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Ch.3 Prompting - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Analysis in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
Science
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A developer is building a system to categorize customer support tickets into one of three classes:
URGENT,ROUTINE, orINFO_REQUEST. The language model they are using produces a full sentence as its output, such as 'This ticket appears to be an urgent matter.' Which of the following is the most direct, rule-based approach to map this sentence to the correct class label?Debugging a Rule-Based Label Mapper
Identifying Limitations of Simple Keyword Mapping