Verbal Reasoning Quiz
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In linguistics, some researchers argue that large language models provide evidence that much of syntax can emerge from exposure to statistical regularities, without explicit, domain-specific grammatical rules. The models' ability to generate fluent text is undeniably impressive and has prompted productive reexamination of long-held assumptions. Yet it is easy to slide from performance to explanation. Models can approximate grammaticality judgments while still relying on correlations that do not map cleanly onto human learning constraints, and their failures—hallucinated facts, brittle reasoning—suggest that fluency is not equivalent to understanding. Language models may be useful instruments for testing hypotheses, but treating them as straightforward demonstrations that traditional linguistic theory is obsolete seems unwarranted.
The author's attitude toward using large language models as evidence about syntax is best described as…
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