dependency model 0.002580464
new model 0.002365318
initial model 0.002155458
last model 0.002143356
model instance 0.002081052
unlexicalized model 0.002058452
grammar models 0.002056439
subsequent model 0.002048208
base model 0.002016029
model instances 0.0020093949999999998
dependency grammar 0.001948344
model 0.00178156
training data 0.001764631
grammar induction 0.001608639
new training 0.001566031
lateen models 0.001563067
unsupervised training 0.0014514950000000001
standard training 0.001428919
training methods 0.0014087490000000002
training corpus 0.0014071930000000002
training set 0.001389112
shallow models 0.001382182
simple models 0.001353697
same data 0.001349715
parsing models 0.001303026
viterbi training 0.001299377
local search 0.001298963
training examples 0.001297568
data likelihood 0.0012795100000000002
training run 0.0012776660000000002
unsupervised dependency 0.001268126
difficult training 0.0012277020000000002
sample training 0.001220857
baseline models 0.001217466
prescribed training 0.0012054230000000002
training course 0.0012054230000000002
training regimes 0.0012054230000000002
training terrains 0.0012054230000000002
dependency parsing 0.001194931
regression models 0.001188233
english dependency 0.001186423
objective function 0.001157022
grammar 0.00114944
stuck models 0.001149078
unsmoothed models 0.001148629
line models 0.001144793
dependency accuracies 0.001143699
shallow lateen 0.001131251
simple lateen 0.001102766
different objectives 0.001096445
data sets 0.001096318
word classes 0.001081216
directed dependency 0.001077799
dependency arcs 0.001070926
work lateen 0.001067965
primary objective 0.001057217
natural language 0.0010563789999999999
single lateen 0.001036664
reference dependency 0.001031035
pervised dependency 0.001028154
glish dependency 0.001024102
viterbi objective 0.00101913
other nlp 0.001010469
data likelihoods 0.001006461
learning algorithm 9.98823E-4
efficient lateen 9.96829E-4
lateen algorithms 9.96443E-4
secondary objective 9.90886E-4
many languages 9.90751E-4
language dda 9.898889999999999E-4
such methods 9.88123E-4
training 9.82273E-4
objective functions 9.75208E-4
different numbers 9.584439999999999E-4
shared objective 9.492350000000001E-4
many settings 9.49224E-4
difficult objective 9.47455E-4
explicit objective 9.46704E-4
different lan 9.449349999999999E-4
other continuation 9.44059E-4
lateen strategy 9.33226E-4
different kinds 9.296969999999999E-4
single sentence 9.29292E-4
likelihood optimization 9.25611E-4
scalar objective 9.25276E-4
mary objective 9.25276E-4
local optima 9.23952E-4
lateen family 9.22151E-4
views lateen 9.18139E-4
primary algorithm 9.159999999999999E-4
lateen alternation 9.15886E-4
lateen sail 9.15243E-4
first order 9.11431E-4
other hand 9.08694E-4
lateen strategies 9.0839E-4
same algorithms 9.077320000000001E-4
models 9.06999E-4
other estimates 9.066930000000001E-4
same termination 9.065049999999999E-4
first place 9.02038E-4
