Modularity in Knowledge Representation and Natural-Language Understanding - Jay L Garfield

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Modularity in Knowledge Representation and Natural-Language Understanding

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Lecture 23 — Parsing - Natural Language Processing - University of Michigan

Just this begins mentioned sooner not than later. Why please the GM's information up their Purchase sets with people? Your request will expect convincing unless you endure the study. Perhaps more surprisingly, and certainly unfortunately, even those non-linguists who address linguistic questions are often rather naive about language and unacquainted with theoretical work. Two examples: a a well-known figure in Artificial Intelligence has been a proponent of the view that natural language understanding does not require parsing, that is, that it does not require syntactic analysis or any knowledge of syntax, but can all be done from semantics.

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In its pure form, this theory is incapable, as a matter of principle, of accounting for the fact that the English sentences 1 and 2 are not synonymous: 1 Mary saw John. As it turned out, it was able to learn the difference between transitive and intransitive verbs. That is not quite all there is to syntax. To most linguists such claims are so far out as to look like the work of cranks, but their proponents are not regarded as cranks by people in AI and psychology.

The gulf in knowledge of language between linguists and non-linguists is huge. Now, this is not by any means to say that all non-linguists are ignorant, but it is to say that that it is very important, in any psychological investigation of a behaviour, to have a good idea of what that behaviour is like, and that linguists play a crucial role in investigations of linguistic behaviour by providing most of the facts and generalizations about the structure of language that need to be accounted for.

Secondly, I would like to second David Pesetsky's point that anti-modular views have been rendered plausible to a large extent by ignoring the sorts of linguistic behaviour that need to be accounted for.

Modularity, Schemas and Neurons: A Critique of Fodor | SpringerLink

It won't do to look only at certain areas of semantics and pragmatics - how about syntax, morphology, and phonology? The same thing is true of functionalist attempts at explanation. For most of the generalizations posited by linguists, especially formal ones e. Third, let me point out a subtlety that seems often to be missed. There are two different claims involved in the modularity vs. One claim has to do with informational encapsulation, to use Jerry Fodor's term. This is a claim about modularity of mental processing. The other claim has to do with the faculty-specificity of explanatory principles, that is, with whether there are specifically linguistic principles or whether they are all consequences of more general cognitive principles.

These two claims are not the same. It seems to me that a lot of what I have read by people like George Lakoff bears on the faculty-specificity of principles but, at least not directly, on processing modularity.