A researcher is evaluating a new language model that can process an input of 200,000 tokens. They use a benchmark from several years ago, which was designed to test if a model could link a question to a piece of information located 500 words away within a 1,000-word text. What is the primary shortcoming of using this older benchmark to assess the new model's long-context capabilities?
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Ch.3 Prompting - Foundations of Large Language Models
Foundations of Large Language Models
Computing Sciences
Foundations of Large Language Models Course
Evaluation in Bloom's Taxonomy
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Analysis of Language Model Evaluation Scenarios
A researcher is evaluating a new language model that can process an input of 200,000 tokens. They use a benchmark from several years ago, which was designed to test if a model could link a question to a piece of information located 500 words away within a 1,000-word text. What is the primary shortcoming of using this older benchmark to assess the new model's long-context capabilities?
Distinguishing Evaluation Paradigms for Language Models