Through two experiments , three methods for constructing
<term>
word vectors
</term>
, i.e. ,
<term>
LSA-based , cooccurrence-based and dictionary-based methods
</term>
, were compared in terms of the ability to represent two kinds of
<term>
similarity
</term>
, i.e. ,
<term>
taxonomic similarity
</term>
and
<term>
associative similarity
</term>
.
#12467Through two experiments, three methods for constructing word vectors, i.e., LSA-based, cooccurrence-based and dictionary-based methods, were compared in terms of the ability to represent two kinds of similarity, i.e., taxonomic similarity and associative similarity.
other,39-2-P06-2110,ak
Through two experiments , three methods for constructing
<term>
word vectors
</term>
, i.e. ,
<term>
LSA-based , cooccurrence-based and dictionary-based methods
</term>
, were compared in terms of the ability to represent two kinds of
<term>
similarity
</term>
, i.e. ,
<term>
taxonomic similarity
</term>
and
<term>
associative similarity
</term>
.
#12470Through two experiments, three methods for constructing word vectors, i.e., LSA-based, cooccurrence-based and dictionary-based methods, were compared in terms of the ability to represent two kinds of similarity, i.e., taxonomic similarity and associative similarity .
other,13-3-P06-2110,ak
The result of the comparison was that the
<term>
dictionary-based word vectors
</term>
better reflect
<term>
taxonomic similarity
</term>
, while the
<term>
LSA-based and the cooccurrence-based word vectors
</term>
better reflect
<term>
associative similarity
</term>
.
#12486The result of the comparison was that the dictionary-based word vectors better reflect taxonomic similarity , while the LSA-based and the cooccurrence-based word vectors better reflect associative similarity.
other,26-3-P06-2110,ak
The result of the comparison was that the
<term>
dictionary-based word vectors
</term>
better reflect
<term>
taxonomic similarity
</term>
, while the
<term>
LSA-based and the cooccurrence-based word vectors
</term>
better reflect
<term>
associative similarity
</term>
.
#12499The result of the comparison was that the dictionary-based word vectors better reflect taxonomic similarity, while the LSA-based and the cooccurrence-based word vectors better reflect associative similarity .