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Critique of the Question-Answering Framework
A prevailing view in Natural Language Processing is that a sufficiently advanced question-answering system could solve a wide range of other complex tasks, such as logical reasoning and summarization, by reframing them as questions. Critically evaluate this viewpoint. In your answer, discuss at least one major advantage and one potential limitation or challenge of this approach.
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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
Evaluation in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
Science
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Reasoning Tasks as Question Answering
Reframing an NLP Task
A research team is developing a new large language model. They decide to allocate a significant portion of their resources to improving the model's question-answering capabilities, even though their primary goal is to build a system that can perform complex logical reasoning. Which of the following statements best justifies this strategic decision?
Critique of the Question-Answering Framework