Re: unboxed structure fields (or class slots)

"David McClain (as dbm at refined-audiometrics dot com)" <[email protected]>
Newsgroups gmane.lisp.lispworks.general
Message-ID <[email protected]>
> However, Multilayer Perceptrons (MLPs) constitute a significant portion of transformer
> parameters and are hypothesized to store factual knowledge. Future work should apply
> information decomposition techniques to MLP layers – potentially extending recent
> methodologies which may reveal additional or complementary synergistic structures.'

In my prior work with MLPs, if you contain factual knowledge, then you will have grossly overdetermined the system. MLPs are intended to discern knowledge regions and their boundaries, to enable generalization recognition. We never wanted specific detail recognition - that would be simpler to deterministically contain using simple decision tree logic, not MLPs.

But thanks a lot for the reference to Urbina-Rodriguez et al.




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