[Lexicog] Semantic parsing
Mike Maxwell
maxwell at LDC.UPENN.EDU
Wed May 31 16:54:04 UTC 2006
Patrick Hanks wrote:
> I guess all this reinforces the point that semantic tagging is more
> problematic than part-of-speeech tagging.
Those of us who are old codgers will remember that Fillmore's "Case for
Case", which came out in 1968, used basically the same sort of semantic
tagging as is being discussed here--agent, patient, etc. Over the next
several years, any number of case systems were proposed, which offered
more (usually) or fewer cases. (SILers on this list may also remember
that for a time, these semantic cases were an essential part of Tagmemic
descriptions. And even Chomsky referred to such things as Theta Roles,
although it's hard to tell how seriously he took them.)
One of the strongest criticisms of this enterprise, I believe, was that
there was never any principled way of choosing a universal case system,
or even a language-particular one (with the possible exception of
languages like those of the Philippines, where you could argue that the
set of language-particular case roles was the same as the actual case
distinctions made in the morphosyntax).
Another criticism of Fillmorean case grammars was that there were always
borderline cases (pardon the pun), where you couldn't decide for a
particular clause or verb which case to assign one of its NPs to.
In the end, the linguistic community largely gave up on Fillmore-style
case grammar, AFAIK.
Of course, similar objections can be--and have been--raised about
assigning parts of speech (= syntactic categories). Linguists have
argued, for example, about whether some languages (like the Tucanoan
languages of Ecuador, Colombia and Brazil) have the category
'Adjective', and part of the reason for the argument is that it is
unclear what a universal definition of that category would be.
Also unclear is how different the morphosyntactic behavior of a word has
to be before you assign it to a different category (including perhaps a
unique category for that word or for that language). Think of words
like 'ago' and 'hence' in English, for instance, or the multiple
subclasses of so-called "adverbs" in English.
Depending on your proclivities, you may find such debates depressing
("There isn't any answer") or exciting ("I'm going to publish the
answer") :-!
--
Mike Maxwell
CASL/ University of Maryland
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