A method of
<term>
sense resolution
</term>
is proposed that is based on
<term>
WordNet
</term>
, an on-line
<term>
lexical database
</term>
that incorporates
<term>
semantic relations
</term>
(
<term>
synonymy
</term>
,
<term>
antonymy
</term>
,
<term>
hyponymy
</term>
,
<term>
meronymy
</term>
,
<term>
causal and troponymic entailment
</term>
) as labeled pointers between
<term>
word senses
</term>
.
#21968A method of sense resolution is proposed that is based on WordNet, an on-line lexical database that incorporates semantic relations (synonymy, antonymy, hyponymy, meronymy,causal and troponymic entailment) as labeled pointers between word senses.
lr,40-4-H91-1077,ak
Either , ( 1 )
<term>
words
</term>
related in
<term>
meaning
</term>
to the
<term>
alternative senses
</term>
of the
<term>
polysemous word
</term>
will be retrieved ; new strings will be derived by substituting these
<term>
related words
</term>
into the
<term>
context
</term>
of the
<term>
polysemous word
</term>
; a
<term>
large textual corpus
</term>
will then be searched for these derived strings ; and that
<term>
sense
</term>
will be chosen that corresponds to the derived string that is found most often in the
<term>
corpus
</term>
.
#22067Either, (1) words related in meaning to the alternative senses of the polysemous word will be retrieved; new strings will be derived by substituting these related words into the context of the polysemous word; alarge textual corpus will then be searched for these derived strings; and that sense will be chosen that corresponds to the derived string that is found most often in the corpus.
other,29-4-H91-1077,ak
Either , ( 1 )
<term>
words
</term>
related in
<term>
meaning
</term>
to the
<term>
alternative senses
</term>
of the
<term>
polysemous word
</term>
will be retrieved ; new strings will be derived by substituting these
<term>
related words
</term>
into the
<term>
context
</term>
of the
<term>
polysemous word
</term>
; a
<term>
large textual corpus
</term>
will then be searched for these derived strings ; and that
<term>
sense
</term>
will be chosen that corresponds to the derived string that is found most often in the
<term>
corpus
</term>
.
#22056Either, (1) words related in meaning to the alternative senses of the polysemous word will be retrieved; new strings will be derived by substituting theserelated words into the context of the polysemous word; a large textual corpus will then be searched for these derived strings; and that sense will be chosen that corresponds to the derived string that is found most often in the corpus.
other,47-5-H91-1077,ak
Or , ( 2 ) the
<term>
context
</term>
of the
<term>
polysemous word
</term>
will be used as a
<term>
key
</term>
to search a
<term>
large corpus
</term>
; all
<term>
words
</term>
found to occur in that
<term>
context
</term>
will be noted ;
<term>
WordNet
</term>
will then be used to estimate the
<term>
semantic distance
</term>
from those
<term>
words
</term>
to the
<term>
alternative senses
</term>
of the
<term>
polysemous word
</term>
; and that
<term>
sense
</term>
will be chosen that is closest in
<term>
meaning
</term>
to other
<term>
words
</term>
occurring in the same
<term>
context
</term>
.
#22147Or, (2) the context of the polysemous word will be used as a key to search a large corpus; all words found to occur in that context will be noted; WordNet will then be used to estimate the semantic distance from thosewords to the alternative senses of the polysemous word; and that sense will be chosen that is closest in meaning to other words occurring in the same context.