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paul-stansifer
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qwantz-bert-combined-bigrams

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91.6M
the
!
91,608,304
i
!
80,096,166
in
the
70,246,129
of
the
60,793,133
to
be
46,866,968
i
have
45,955,961
of
!
37,614,018
and
!
34,100,115
a
!
32,088,845
in
!
29,595,819
to
!
28,956,192
you
know
22,539,487
to
the
22,209,110
and
then
21,679,469
is
a
19,768,750
on
the
18,571,610
i
was
18,183,711
it
was
17,179,281
want
to
15,962,227
in
a
15,100,913
and
i
14,915,682
was
!
14,662,633
i
think
14,389,805
that
i
13,854,452
i
know
13,372,960
if
i
13,318,358
and
the
12,772,116
at
the
11,560,041
this
is
11,012,602
i
can
10,520,285
for
!
10,483,004
is
the
10,302,646
t
!
10,094,156
have
a
9,895,052
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is
9,584,597
on
!
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will
8,745,122
would
be
8,720,459
that
!
8,648,188
of
a
8,612,520
with
!
8,554,099
but
i
8,352,591
for
the
8,030,307
if
you
7,973,697
as
a
7,859,308
with
the
7,852,322
he
!
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his
!
7,644,588
i
could
7,634,718
it
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7,601,433
is
!
7,419,991
have
to
7,203,912
i
guess
7,067,688
be
a
6,615,349
do
you
6,591,453
you
!
6,389,193
you
can
6,198,365
for
a
6,011,566
with
a
6,003,013
an
!
5,953,428
to
do
5,947,351
all
the
5,865,734
her
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!
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good
5,618,668
is
that
5,259,512
will
be
5,049,753
was
a
5,029,390
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!
4,597,159
by
the
4,512,558
out
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4,472,491
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4,470,825
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is
4,285,716
were
!
4,254,691
i
would
4,248,402
know
what
4,156,747
she
!
4,055,118
the
best
3,949,781
what
i
3,942,387
i
had
3,858,700
this
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3,833,666
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do
3,788,261
are
!
3,695,797
be
!
3,687,167
the
first
3,577,899
he
was
3,536,376
that
the
3,281,932
to
a
3,202,162
when
i
3,161,298
can
be
3,113,487
oh
!
3,103,295
a
new
3,064,404
a
little
3,049,063
one
of
3,044,703
had
!
3,016,223
i
want
3,015,874
as
the
2,908,467
then
i
2,879,870
to
say
2,821,784
on
a
2,808,940