topic model 0.0037577800000000005
topic distribution 0.0035064600000000003
topic models 0.003067596
standard topic 0.002799709
topic distributions 0.0027782880000000003
topic modeling 0.0027740020000000002
text topic 0.0027237060000000002
random topic 0.002714885
similar topic 0.002700014
probabilistic topic 0.002603937
topic mixture 0.00257968
markov topic 0.0025521890000000003
topic indicators 0.0025484
topic field 0.002527001
topic structures 0.0025258480000000002
topic fields 0.0025248120000000004
topic 0.00230675
lda model 0.002116804
single model 0.001795059
natural model 0.0017890800000000002
basic model 0.00169169
ative model 0.001680733
graphical model 0.001676465
posterior distribution 0.001658283
word wdn 0.001620319
same data 0.001584746
unigram distribution 0.001491017
conditional distribution 0.001465874
model 0.00145103
document graph 0.001429675
pling distribution 0.0014252770000000002
joint distribution 0.0014151160000000001
proposal distribution 0.0014041120000000001
distribution factorizes 0.001402734
data set 0.0013733019999999999
inference inference 0.001365044
distribution 0.00119971
document collection 0.001193864
large document 0.001183263
document collections 0.001119651
stop words 0.001110226
models approach 0.0011085510000000002
other graph 0.00110596
different distance 0.001093171
many inference 0.001056073
unigram models 0.0010521530000000001
such graph 0.001051678
different graphs 0.0010399839999999999
different amounts 0.001014146
dirichlet posterior 9.98915E-4
posterior dirichlet 9.98915E-4
rected models 9.797E-4
probability distributions 9.7602E-4
graph parameter 9.52638E-4
inference methods 9.454579999999999E-4
random variables 9.41907E-4
same domain 9.222939999999999E-4
lda case 9.21044E-4
ing graph 9.140859999999999E-4
topics 9.12871E-4
same set 9.10048E-4
document 9.01121E-4
words 8.91681E-4
inference procedure 8.91097E-4
graph parameters 8.897989999999999E-4
single graph 8.725829999999999E-4
straightforward lda 8.70544E-4
modeling performance 8.454339999999999E-4
graph structure 8.38189E-4
same journal 8.37796E-4
difference graph 8.234270000000001E-4
other vari 8.227130000000001E-4
see figure 8.04558E-4
distance function 7.98951E-4
related documents 7.87515E-4
other possibilities 7.85097E-4
dirichlet allocation 7.819529999999999E-4
same year 7.79505E-4
time year 7.72705E-4
same institution 7.64611E-4
http time 7.61616E-4
connected documents 7.609050000000001E-4
models 7.60846E-4
pling variables 7.593389999999999E-4
undirected graph 7.54458E-4
graph structures 7.47652E-4
tent dirichlet 7.45081E-4
author graph 7.446029999999999E-4
graph connectivity 7.41224E-4
multiple graphs 7.37892E-4
graph struc 7.34796E-4
citation graph 7.34001E-4
auth graph 7.32676E-4
graph distances 7.32676E-4
year figure 7.210960000000001E-4
standard deviations 7.20078E-4
standard deviation 7.199109999999999E-4
logit figure 7.16562E-4
entire corpus 7.14468E-4
acceptance probability 7.10873E-4
