word similarity 0.001890797
similar word 0.001870853
probabilistic model 0.001729474
word set 0.001693751
other words 0.0016276720000000001
word sets 0.001619755
distributional word 0.0016188490000000001
similar words 0.001573522
word similarities 0.001562687
output word 0.0015423810000000002
tional word 0.001531208
word similari 0.0015009700000000001
closed word 0.00149832
frequent word 0.0014956630000000002
input word 0.001494143
boring word 0.0014883110000000002
ter word 0.0014883110000000002
same context 0.001452079
model 0.00140498
candidate words 0.001398028
web data 0.001357498
unique words 0.0013071930000000001
bayesian similarity 0.00122996
same contexts 0.001223381
input words 0.001196812
similarity measure 0.0011898310000000001
bayesian method 0.001168639
prior distribution 0.0011669200000000001
data sparseness 0.001159868
dirichlet distribution 0.001145701
such sets 0.001135072
same value 0.001099392
context proﬁles 0.001071917
context proﬁle 0.001058876
semantic similarity 0.001053088
original similarity 0.001046185
bayesian approach 0.001045838
bayesian estimation 0.00104457
multinomial distribution 0.0010411910000000001
good similarity 0.001034001
such cases 0.001025564
raw counts 0.001020299
modiﬁed counts 0.001009343
such costs 0.001005386
distributional similarity 9.986460000000002E-4
similar methods 9.927059999999999E-4
good contexts 9.8972E-4
evaluation measure 9.712589999999999E-4
dependency pairs 9.69527E-4
smoothing methods 9.634579999999999E-4
words 9.58169E-4
bayesian framework 9.56805E-4
similarity calculation 9.54603E-4
good measure 9.532379999999999E-4
other measures 9.475309999999999E-4
bayesian bhattacharyya 9.45664E-4
other hand 9.39634E-4
new bayesian 9.22944E-4
different clustering 9.2055E-4
dependency relations 9.20154E-4
large corpus 9.151879999999999E-4
similarity measures 9.13325E-4
dependency pair 9.06107E-4
other things 9.03079E-4
naive smoothing 8.86305E-4
robust similarity 8.86022E-4
dependency relation 8.85778E-4
new measure 8.828149999999999E-4
base similarity 8.769730000000001E-4
similarity mea 8.680790000000001E-4
good function 8.63795E-4
similar meanings 8.5132E-4
conditional probability 8.411720000000001E-4
bayesian esti 8.399130000000001E-4
proﬁles dependency 8.36753E-4
large set 8.31474E-4
clustering results 8.262219999999999E-4
human evaluation 8.21673E-4
dependency rela 8.19987E-4
context 8.19714E-4
probability dis 8.18478E-4
language modeling 8.159929999999999E-4
lanczos method 8.10591E-4
imation method 8.10591E-4
following value 8.081340000000001E-4
gamma function 8.031119999999999E-4
above problem 8.01289E-4
base measure 7.9621E-4
many applications 7.94309E-4
prior case 7.93336E-4
larity measure 7.92538E-4
sparseness problem 7.84151E-4
different ini 7.81146E-4
probability distribu 7.79319E-4
many researchers 7.77227E-4
counts 7.74814E-4
ditional probability 7.74556E-4
noun dependencies 7.73734E-4
experimental results 7.69074E-4
serious problem 7.673509999999999E-4
