Large Language Models: The best linguistic theory, a wrong linguistic theory, or no linguistic theory at all?
Stefan Müller
September 2024 

This paper discusses Ambridge & Blything’s claim (2024) that Large Language Models are the best linguistic theory we currently have. It dis- cusses claims that LLMs are wrong linguistic theories and concludes that they are not a linguistic theory at all. It is pointed out that Chomsky’s claims about innateness, about transformations as underlying mechanisms of the language faculty and about plausible representations of linguistic knowledge are known to be flawed by quite some time by now and that we would not have needed LLMs for this. Chomsky’s theories are not refuted by LLMs in their current form, since they are different in many aspects from human brains. However, the tremendous success of LLMs in terms of applications makes it more plausible to linguists and laymen that the innateness claims are wrong. It is argued that the use of LLMs is probably limited when it comes to typological work and cross-linguistic generalizations. These require work in theoretical linguistics.

Format:	[ pdf ]
Reference:	lingbuzz/008435 (please use that when you cite this article)
Published in:	Zeitschrift für Sprachwissenschaft (draft)
keywords:	large language model, syntax, innateness, llm, syntax
previous versions:	v2 [September 2024] v1 [September 2024]
Downloaded:	951 times

 

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