entity types 0.002366299
entity classification 0.00193508
example type 0.001836221
single type 0.001834745
type dictionaries 0.001834219
type top 0.0018292590000000002
freebase type 0.0018104470000000002
type annotations 0.001791204
entity string 0.001762788
type lists 0.0017622900000000001
training data 0.001722645
different types 0.001707221
other words 0.00168706
entity mention 0.001677978
twitter data 0.0016708629999999999
unlabeled entities 0.0016626980000000002
mon entity 0.001660291
frequent entity 0.001657957
entity recognition 0.001654977
entity segmentation 0.001642491
ambiguous entity 0.001624038
entity recognizers 0.001623473
entity recog 0.001620984
entity recognizer 0.0016198410000000001
entity classi 0.001619073
entity strings 0.00161696
entity segmenter 0.001615569
entity mentions 0.0016140430000000001
tinct entity 0.0016140430000000001
entity rec 0.0016140430000000001
freebase entities 0.0015572670000000002
unlabeled data 0.001529158
twitter types 0.0015155020000000002
first word 0.001512424
labeled data 0.00147787
many types 0.00144808
annotated data 0.001429489
irc data 0.001396076
chat data 0.001388154
entity 0.00138418
topic model 0.001363978
news text 0.001362291
word distributions 0.001361273
tag features 0.001314514
possible types 0.0013120620000000001
types person 0.001311844
oov word 0.001306818
oov words 0.00130249
error types 0.001295731
dictionary features 0.001289015
muc types 0.0012880300000000001
domain text 0.001285235
entities 0.00127102
freebase types 0.001268366
word position 0.001260351
frequent words 0.001260122
ble types 0.001234607
pos tagging 0.00122112
lowercase words 0.001217348
lect words 0.001217348
quent types 0.001213596
similar text 0.001194247
contextual features 0.00118641
ization features 0.001162768
ner system 0.001158339
common pos 0.0011525440000000001
pos tagger 0.001145924
learning algorithm 0.00114357
pos tags 0.001121071
tagging system 0.001117645
domain training 0.001084158
grammatical text 0.0010839550000000002
newswire text 0.001079446
classification task 0.0010731109999999999
model 0.0010722
pos tag 0.001061949
text mining 0.001054152
classification performance 0.001049735
specific pos 0.001047302
informal text 0.00104307
ing training 0.001039688
stanford pos 0.001029046
text styles 0.0010213730000000001
beled text 0.001021186
noisy text 0.001020386
different sets 0.001010429
different representations 9.97555E-4
example pos 9.91338E-4
pos dictionaries 9.89336E-4
words 9.86345E-4
same set 9.82498E-4
types 9.82119E-4
other contexts 9.76398E-4
other cases 9.51919E-4
orthographic feature 9.51755E-4
feature generation 9.50948E-4
discriminative learning 9.49805E-4
other users 9.40843E-4
stanford ner 9.32226E-4
features 9.31882E-4
