[CWB] Multi-word units
Josep M. Fontana
josepm.fontana at upf.edu
Fri Feb 15 18:45:50 CET 2013
Hi Andrew and Stefan. I work with Eva and now it is my turn to write.
First thanks for your help.
Your answers has given us some ideas that we explain below. What we
don't really know is the potential pitfalls the implementation we
suggest would have for its processing via CQP. Below we'll try to
explain why we would want to do it like we are proposing.
>>> But this would break the alignment between the two attributes, if one has two tokens and the other only a single token, wouldn't it?
> I was thinking of this kind of arrangement:
>
> apressurada apressuradamientre
> mientre {some kind of ditto mark or just __NULL__}
>
> .... so that subsequent tokens on the two attributes stay in sync.
>
> OR, going the other way
>
> apressuradamientre apressurada mientre
>
> I'm quite open to alternatives, though the XML way strikes me as liable to cause trouble.
OK, first the reason Andrew's suggestion in (a) below, even though it is
less likely to cause problems, would be a bit less desirable is that by
having something like the following we would miss the fact that the two
words for all intents and purposes work as a single unit. To give you an
idea, this is exactly the same as if in the same texts you would find
strings like "hurriedly" and "hurried ly". So, by default we want these
multi-word expressions to be found as a single unit any time a user
searches for an adverb or for the lemma 'apresuradamente'.
(a)
apressurada apressuradamientre
mientre {some kind of ditto mark or just __NULL__}
Andrew's suggestion in (b) below would overcome this problem but then we
don't really know how it could be implemented in CQP. What we usually
have in our tagged corpora are entries with 3 columns: 1) the form, 2)
the lemma and 3) the POS tag. So (b) would be problematic because there
is apparently no way to say that the lemma is in fact 'apresuradamente'
and that "apressurada mientre" is a multi-word instance/form of that
lemma. Furthermore, for reasons that have to do with the kind of
research potential users of this corpus are likely to do, it would be
ideal to consider the two parts of the multi-word expression also as two
independent words, each one with its lemma and its part of speech. This
is so because, in this particular example of adverbs with -mente, in the
early stages of the change that resulted in the creation of the current
manner adverbs, the strings with the two forms could have been ambiguous
between a single adverb (the interpretation we want to be the default
interpretation when doing a normal search) and two independent words:
one an adjective and the other a noun. So, 'apresurada' (which means
'hurried') is not a really good example for this development but in the
earlier stages of this change, the string "fuerte mientre" (lit. "strong
mind") could literally have meant "with a strong mind" (I think the
origins of adverbs with -ly in English is similar) as well as
"strongly". So we would like for these expressions to be also searchable
as two separate items each one with its lemma and its POS in case a
particular researcher was interested in studying this phenomenon. For
the majority of researchers, though, the fact that the expression is
written in two separate words would not matter. For this reason, we
would like the default assumption in CQP was that there is a single word.
(b)
apressuradamientre apressurada mientre
Now, what Stefan proposed made us think of the following possibility:
<X>
word="apresurada mientre" lemma="apresuradamente" pos="ADV"
<wp word="apresurada" lemma="apresurada" pos="ADJ"></wp>
<wp word="mientre" lemma="mente" pos="N"></wp>
</X>
We choose the label <X> for lack of a better one but the idea is that by
default CQP interpreted <X>....</X> as it interprets entries for any
single word. Then we would have an extra p-attribute available <wp> (the
users would know this) for cases where a user was interested in doing
stuff (just finding the specific forms and their POS tag or doing some
quantitative analysis with the different parts) with the differentiated
parts of the expression.
Being able to do this is extremely important for diachronic corpora but
it would have advantages for all kinds of corpora since all of them
contain multi-word expressions where you might need their components to
be processed independently at some point. So, in our corpora we have
trouble not only with these types of expressions but also with many
others like the following:
"compte Guifré de Montblanc" This is a proper name literally composed by
the words count + Wilfred + of + Montblanc
In the texts you find independent instances of 'Guifré', 'compte' or
'Montblanc'. What is most important is to be able to tag the whole
string as a noun. To do this is kind of trivial because you could
artificially create single strings of the type
'compte_Guifré_de_Montblanc' at the pre-processing stage and add them to
the dictionary as proper nouns. But then imagine that some user is
interested in studying the variation in the types of prepositional
phrases that occur within proper nouns, the place names used in proper
nouns of people or some such legitimate research goal.
Having created a single word obscures all this information that could be
valuable for some. There are many more examples. Another typical one are
subordinating conjunctions formed by more than one word (e.g. "Puis que"
literally "since that"), etc. etc. If you give them to the tagger as
independent words the resulting sentence structure is grammatically
weird because the two words are really working as one (just like
'since') so it is better to tag them as a single subordinating
conjunction. Again, though, people interested in doing research on how
these combinations of functional words evolved would loose all the
information if you tag them only as a single expression. I'm sure modern
languages have lots of cases like this.
You see what I mean? This is part of a more general problem with
linguistic annotation of corpora but it poses very specific challenges
for CWB/CQP which we would like to overcome if possible.
JM
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