word features 0.00340869
lexical features 0.003018631
features class 0.002897373
binary features 0.002672104
profanity features 0.002651963
headline features 0.002634802
discrete features 0.002634802
unigram features 0.002634531
separate features 0.00261629
ical features 0.0026132459999999996
features highi 0.002609204
validity features 0.002605128
igram features 0.002601311
features 0.00239415
semantic feature 0.002340314
feature weights 0.002217188
feature types 0.002212103
various feature 0.002199519
binary feature 0.002147594
feature representation 0.0021255370000000003
separation feature 0.002116101
bns feature 0.002097359
continuous feature 0.002084191
feature scaling 0.002082331
established feature 0.002079704
feature 0.00186964
training test 0.001435918
word terms 0.001348467
unigram word 0.001254921
ual word 0.001222641
standard text 0.0012002430000000001
satire corpus 0.0011827320000000001
corpus article 0.001136707
same weight 0.001112284
corpus statistics 0.00110122
text classiﬁcation 0.001096554
formal language 0.001069834
satirical corpus 0.001069288
corpus our 0.001059334
gigaword corpus 0.001053631
machine learning 0.001050623
other cases 0.001034445
error analysis 0.001029327
training instances 0.001024606
offensive language 0.0010190239999999999
ﬁxed training 0.001016183
high performance 0.001008905
plain text 9.72579E-4
overall set 9.50191E-4
negative class 9.37503E-4
positive class 9.25845E-4
news articles 9.25432E-4
test sets 9.136470000000001E-4
other alternatives 8.90865E-4
news stories 8.835780000000001E-4
model 8.75013E-4
lexical approaches 8.749299999999999E-4
svm classiﬁcation 8.71434E-4
satire news 8.663330000000001E-4
semantic task 8.57444E-4
test total 8.55614E-4
same com 8.552990000000001E-4
entity names 8.43335E-4
footer data 8.40281E-4
news documents 8.38258E-4
corpus 8.36115E-4
false pos 8.25538E-4
real news 8.12602E-4
same methodology 8.11925E-4
language 8.11232E-4
news content 8.106400000000001E-4
training 8.08851E-4
promising results 7.99264E-4
svm classiﬁer 7.8832E-4
linear kernel 7.834160000000001E-4
analysis sug 7.77062E-4
news source 7.68157E-4
true news 7.64338E-4
satirical news 7.528890000000001E-4
satire articles 7.52333E-4
cal news 7.3766E-4
reputable news 7.26679E-4
learning 7.23801E-4
classiﬁcation task 7.19683E-4
classiﬁcation approach 7.14222E-4
original query 7.11514E-4
bns scores 7.11347E-4
good precision 7.11206E-4
conjunctive query 7.10785E-4
small number 7.090740000000001E-4
future work 6.986480000000001E-4
tribution function 6.9702E-4
phrasal query 6.85495E-4
semantic validity 6.81652E-4
satire classiﬁcation 6.7953E-4
various types 6.72342E-4
newswire articles 6.71159E-4
satire documents 6.65159E-4
performance 6.63766E-4
newswire document 6.56834E-4
