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class-based smooth - ing , and
|
distance-weighted averaging
|
. Section 4 introduces an algorithm
|
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parameters for the two variants of
|
distance-weighted averaging
|
. The 596 nominalizations were
|
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Wn , 1.0 % for Ro and 0.5 % for
|
distance-weighted averaging
|
( see J and PC in Table 8 ) .
|
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Disambiguation of Nominalizations and
|
distance-weighted averaging
|
obtain similar levels of performance
|
P01-1046 |
present class based smoothing and
|
distance-weighted averaging
|
as applied to unseen adjective-noun
|
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techniques . Both class-based and
|
distance-weighted averaging
|
methods recreate the frequency
|
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words to conceptual classes .
|
Distance-weighted averaging
|
differs from distributional clustering
|
P01-1046 |
Both class-based smoothing and
|
distance-weighted averaging
|
yield frequency estimates that
|
P01-1046 |
taxonomic class-based smoothing and
|
distance-weighted averaging
|
.1 We evaluated the recreated
|
P01-1046 |
co-occurrences . Class-based smoothing and
|
distance-weighted averaging
|
both rely on an intuitively simple
|
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co-occurrences . Class-based smoothing and
|
distance-weighted averaging
|
both rely on an intuitively simple
|
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parameter settings for the two
|
distance-weighted averaging
|
smoothing methods . Figure 2
|
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distributional clustering and
|
distance-weighted averaging
|
that demonstrates that the two
|
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compare back-off smoothing against
|
distance-weighted averaging
|
methods within the context of
|
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to facilitate comparisons with
|
distance-weighted averaging
|
. We also examine whether knowledge
|
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, class-based smoothing , and
|
distance-weighted averaging
|
) and show that their combination
|
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Wn ) and Roget ( Ro ) ) , and
|
distance-weighted averaging
|
( using confusion probability
|
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for different co-occurrences .
|
Distance-weighted averaging
|
does not explicitly create general
|
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. They also compare different
|
distance-weighted averaging
|
methods on a pseudo-word disambiguation
|
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. They also compare different
|
distance-weighted averaging
|
methods on a pseudoword disambiguation
|