This page shows visualizations of some width-4 1-d convolutional filters from Google's lm_1b language model. Each column corresponds to one position in the filter, and shows the characters with the most positive weights. Use the checkbox in the bottom-right to also see the most negative weights (may be slow).

Below that are examples of words for which the filter emits the highest values. A filter's response is its maximum value over all substrings it sees in the word. So if a filter has high weights on 'c' in the first position, then 'a', then 't', it will assign equally high scores to 'cat', 'fatcat', 'concatenate', etc. The portion of the string in blue is the substring the filter is responding to.

'^' and '$' represent beginning and end of word markers, respectively. '_' is a padding character. Literal versions of those characters are escaped with a backslash.

Use the links at the top to see filters of other widths.

Check out my blog post here for a bit more context.

Show most negative weights

Filter 0 (bias = -0.47) #

Z		l
M		r
8		-
c		a
C		t
5		p
6		i
X		k
K		b
F		I
/		T
Q		u
4		q
9		\195
V		E
y		A
G		h
7		o
"		z
\194		v

E		y
R		m
-		p
j		K
r		n
Q		L
I		f
J		,
b		c
9		i
u		/
"		C
(		o
e		A
7		M
\195		h
v		D
s		l
g		x
k		%

W		j
B		-
a		g
K		d
A		G
Q		D
w		0
,		J
N		v
/		c
U		l
X		p
H		u
q		o
I		R
Z		h
		r
		T
		P
		e

Z		p
N		z
Q		t
M		l
8		v
R		m
9		i
"		a
r		k
3		x
7		T
X		s
H		f
$		d
4		B
/		A
-		U
		c
		,
		P

^FRANCISCO$____(3.0)
^NEW$____(2.7)
^Earlier$____(2.7)
^Earth$____(2.7)
^Early$____(2.7)
^Earl$____(2.7)
^MIAMI$____(2.7)
^MRI$____(2.6)
^EU$____(2.3)
^EBITDA$____(2.2)

^IBM$____(2.2)
^Raul$____(2.1)
^CEO$____(2.1)
^CIA$____(2.1)
^DENVER$____(2.1)
^Rangers$____(2.1)
^Randy$____(2.1)
^Randolph$____(2.1)
^Rangel$____(2.1)
^RBI$____(2.0)

^RBIs$____(2.0)
^crane$____(2.0)
^TEHRAN$____(2.0)
^EADS$____(2.0)
^RAF$____(1.9)
^TIME$____(1.9)
^Eagles$____(1.9)
^Eagle$____(1.9)
^rare$____(1.9)
^rarely$____(1.9)

^HMRC$____(1.9)
^10-K$____(1.9)
^5-2$____(1.8)
^RBS$____(1.8)
^FIA$____(1.8)
^Ray$____(1.8)
^Raymond$____(1.8)
^Rays$____(1.8)
^Equity$____(1.8)
^Jared$____(1.7)

Filter 1 (bias = -0.50) #

<BOS>		h
w		T
K		t
Z		D
E		d
X		H
W		C
Q		u
2		y
V		l
9		g
<EOS>		c
J		A
b		p
M		r
6		k
3		i
5		1
"		Y
f		j

F		z
x		g
h		G
f		p
S		c
\$		w
B		-
4		T
N		I
6		D
\194		O
8		r
:		P
"		\195
9		d
(		!
H		U
7		C
W		m
,		0

Q		m
R		x
C		a
r		h
j		L
I		B
'		i
"		y
$		l
7		o
F		f
-		p
S		w
		K
		W
		v
		A
		q
		b
		H

l		k
L		U
7		T
X		v
5		B
6		u
n		s
.		f
j		c
/		t
D		y
Z		m
4		E
\194		z
8		R
1		b
d		i
Q		r
2		w
H		p

^overwhelming$____(2.4)
^overwhelmingly$____(2.4)
^overwhelmed$____(2.4)
^awful$____(2.3)
^unlawful$____(2.3)
^Excluding$____(2.2)
^when$____(1.9)
^whenever$____(1.9)
^whole$____(1.8)
^wholesale$____(1.8)

^wholly$____(1.8)
^exclusive$____(1.7)
^excluding$____(1.7)
^exclusively$____(1.7)
^excluded$____(1.7)
^while$____(1.7)
^Meanwhile$____(1.7)
^meanwhile$____(1.7)
^whilst$____(1.7)
^FRANCISCO$____(1.7)

^whales$____(1.6)
^whale$____(1.6)
^whaling$____(1.6)
^Fulham$____(1.6)
^Full$____(1.6)
^Fuller$____(1.6)
^Felipe$____(1.6)
^Felix$____(1.6)
^Fellow$____(1.6)
^FOX$____(1.5)

^FOXNews.com$____(1.5)
^world$____(1.5)
^worldwide$____(1.5)
^worlds$____(1.5)
^world-class$____(1.5)
^Karl$____(1.5)
^Explorer$____(1.5)
^When$____(1.4)
^NFC$____(1.4)
^carefully$____(1.4)

Filter 2 (bias = -0.71) #

Z		l
8		-
9		d
Q		t
3		m
N		v
K		j
C		p
4		f
W		.
7		e
2		g
1		T
X		u
"		b
5		z
V		s
R		x
6		i
B		o

f		g
;		G
'		0
-		1
r		L
t		h
k		D
"		5
Q		A
M		c
R		d
N		)
:		4
m		2
O		7
/		6
o		8
W		C
K		Z
(		x

g		f
c		M
A		j
C		-
a		J
G		e
Q		o
z		F
p		u
d		S
1		s
.		t
X		B
Z		E
q		i
7		m
\163		N
Y		K
D		v
0		w

Q		h
P		j
R		g
k		e
r		D
b		4
'		M
z		E
p		5
"		H
K		F
U		L
\195		t
I		u
a		0
X		.
B		i
$		1
Y		S
V		c

^fake$____(2.8)
^far$____(2.8)
^farmers$____(2.8)
^farm$____(2.8)
^farms$____(2.8)
^fabric$____(2.6)
^fabulous$____(2.6)
^McQueen$____(2.3)
^warfare$____(2.1)
^rare$____(2.0)

^rarely$____(2.0)
^take$____(2.0)
^taken$____(2.0)
^taking$____(2.0)
^takes$____(2.0)
^target$____(1.9)
^targets$____(1.9)
^targeted$____(1.9)
^targeting$____(1.9)
^Make$____(1.9)

^Making$____(1.9)
^background$____(1.9)
^backgrounds$____(1.9)
^March$____(1.9)
^Mark$____(1.9)
^Martin$____(1.9)
^Maryland$____(1.9)
^intake$____(1.8)
^Brazil$____(1.8)
^Brazilian$____(1.8)

^parliamentary$____(1.8)
^documentary$____(1.8)
^voluntary$____(1.8)
^commentary$____(1.8)
^non-profit$____(1.8)
^rapidly$____(1.8)
^rape$____(1.8)
^rapid$____(1.8)
^raped$____(1.8)
^Ankara$____(1.8)

Filter 3 (bias = -0.71) #

x		D
V		T
b		y
<BOS>		t
s		c
9		d
S		r
B		u
5		H
<EOS>		M
J		O
4		\163
f		g
6		1
3		.
W		C
7		e
w		h
8		m
a		q

F		g
f		z
M		G
N		w
e		!
j		c
B		a
;		p
S		C
\$		A
r		d
J		i
"		s
K		U
Q		1
P		?
X		.
9		n
8		-
t		&

z		f
A		F
m		x
.		S
Z		h
w		j
g		R
X		r
G		e
/		N
l		9
U		o
L		E
a		u
C		3
c		-
D		J
T		8
I		"
V		4

6		m
7		r
X		M
\194		k
Q		T
8		g
d		U
5		u
x		t
2		o
9		w
W		y
4		c
1		E
q		f
I		s
a		O
$		G
"		R
3		_

^exempt$____(3.0)
^exemption$____(3.0)
^Hoffman$____(2.7)
^Vegas$____(2.6)
^baseman$____(2.5)
^defenseman$____(2.5)
^began$____(2.4)
^Luxembourg$____(2.4)
^seldom$____(2.4)
^FA$____(2.4)

^NASDAQ$____(2.4)
^bend$____(2.3)
^mixed$____(2.3)
^fixed$____(2.3)
^relaxed$____(2.3)
^sewage$____(2.3)
^rebel$____(2.3)
^label$____(2.3)
^Nobel$____(2.3)
^libel$____(2.3)

^because$____(2.2)
^became$____(2.2)
^Quebec$____(2.2)
^Halifax$____(2.2)
^embedded$____(2.1)
^female$____(2.1)
^females$____(2.1)
^Gonzalez$____(2.1)
^UEFA$____(2.1)
^Martinez$____(2.0)

^send$____(2.0)
^sending$____(2.0)
^sends$____(2.0)
^Caribbean$____(2.0)
^beans$____(2.0)
^faded$____(2.0)
^fading$____(2.0)
^fade$____(2.0)
^halfway$____(2.0)
^Karzai$____(2.0)

Filter 4 (bias = -0.48) #

A		d
B		p
w		-
<BOS>		l
N		D
Q		P
U		j
Z		v
W		h
K		g
/		x
k		J
<EOS>		T
C		y
s		0
,		m
I		e
V		G
S		o
R		1

z		f
&		F
Q		M
I		h
O		y
!		m
G		n
Y		x
:		k
X		j
\194		e
l		H
(		)
a		B
"		i
R		u
\195		\$
E		4
W		,
		s

H		-
I		c
A		o
q		s
X		m
W		G
2		u
i		v
a		M
7		f
1		'
4		.
,		z
Q		g
6		y
B		R
5		U
3		x
t		D
V		r

X		C
v		A
W		s
q		y
-		U
J		t
w		S
6		c
b		h
9		,
e		r
2		F
E		k
Q		m
"		l
7		R
\194		L
8		O
0		g
Z		o

^BEIJING$____(2.9)
^waiver$____(2.8)
^Given$____(2.4)
^Give$____(2.4)
^Giving$____(2.4)
^Gavin$____(2.4)
^Aziz$____(2.4)
^Qaeda$____(2.3)
^Alabama$____(2.3)
^IAEA$____(2.3)

^Clive$____(2.3)
^Xavier$____(2.2)
^Investors$____(2.2)
^Investment$____(2.2)
^Investigators$____(2.2)
^Investigation$____(2.2)
^slavery$____(2.2)
^slave$____(2.2)
^slaves$____(2.2)
^live$____(2.1)

^lives$____(2.1)
^living$____(2.1)
^lived$____(2.1)
^liver$____(2.1)
^lavish$____(2.1)
^III$____(2.1)
^Ponzi$____(2.1)
^influenza$____(2.0)
^Aviv$____(2.0)
^naive$____(2.0)

^Braves$____(2.0)
^Bravo$____(2.0)
^River$____(2.0)
^Rivera$____(2.0)
^Rivers$____(2.0)
^Riverside$____(2.0)
^puzzle$____(2.0)
^Elizabeth$____(2.0)
^sizable$____(2.0)
^Ravens$____(2.0)

Filter 5 (bias = -0.53) #

.		J
c		i
d		B
y		j
Q		E
'		3
/		4
C		k
"		0
D		5
U		e
u		V
\194		K
m		S
-		9
s		6
^		p
Z		2
a		f
		P

o		A
Y		z
"		d
R		U
h		D
x		g
9		m
W		!
S		.
N		L
\194		w
;		I
3		c
8		a
:		C
O		t
(		Z
'		P
M		)
Q		n

Q		m
E		-
8		o
2		f
7		n
9		l
4		p
I		v
X		'
3		y
F		t
6		.
"		i
5		M
Z		g
N		u
U		w
1		c
A		x
B		h

Q		t
X		f
G		F
Y		h
"		n
O		u
r		s
R		m
K		d
V		v
$		x
\195		.
b		y
9		L
W		D
P		A
z		c
J		i
		l
		j

^SEOUL$____(2.8)
^charges$____(2.7)
^charged$____(2.7)
^charge$____(2.7)
^Richard$____(2.7)
^corruption$____(2.5)
^correct$____(2.5)
^correspondent$____(2.5)
^corrupt$____(2.5)
^researchers$____(2.4)

^teachers$____(2.4)
^teacher$____(2.4)
^researcher$____(2.4)
^Researchers$____(2.4)
^N.Y.$____(2.2)
^D-N.Y.$____(2.2)
^soaring$____(2.2)
^soared$____(2.2)
^soar$____(2.2)
^Yard$____(2.2)

^NEW$____(2.1)
^Charles$____(2.1)
^Charlie$____(2.1)
^Charlotte$____(2.1)
^Chargers$____(2.1)
^Jacob$____(2.1)
^1.25$____(2.1)
^98$____(2.1)
^Broncos$____(2.1)
^CO2$____(2.1)

^92$____(2.0)
^uproar$____(2.0)
^97$____(2.0)
^VEGAS$____(2.0)
^embryos$____(2.0)
^JERUSALEM$____(2.0)
^ambassador$____(2.0)
^Ambassador$____(2.0)
^Ecuador$____(2.0)
^Salvador$____(2.0)

Filter 6 (bias = -0.43) #

K		t
Z		g
9		l
8		-
B		r
3		p
6		d
2		j
5		.
4		T
N		'
M		h
J		k
U		m
W		I
L		A
X		S
<EOS>		i
w		q
1		\163

y		x
r		5
T		J
m		4
k		w
U		0
P		6
;		E
'		2
?		3
t		9
Q		S
C		j
u		7
"		o
!		e
D		l
H		L
c		B
d		8

H		f
Z		S
I		p
X		F
L		k
q		s
1		x
u		y
\195		t
7		c
Q		m
A		e
Y		M
D		j
a		O
/		'
.		i
R		K
9		o
J		E

W		A
"		h
Q		g
-		D
\194		H
$		C
K		n
'		l
9		c
X		r
E		L
O		y
w		p
M		d
S		t
s		T
f		F
		1
		_
		a

^AZUZ$____(3.2)
^Kraft$____(3.0)
^KABUL$____(3.0)
^Brussels$____(2.8)
^ATLANTA$____(2.8)
^3rd$____(2.7)
^23rd$____(2.7)
^Brawn$____(2.7)
^Mr.$____(2.6)
^Jr.$____(2.6)

^WTA$____(2.6)
^UPI$____(2.5)
^Braves$____(2.5)
^Bravo$____(2.5)
^Kyle$____(2.4)
^ETA$____(2.3)
^UAW$____(2.2)
^Kenya$____(2.2)
^Chechnya$____(2.2)
^NHL$____(2.2)

^Brazil$____(2.2)
^Brazilian$____(2.2)
^FRANCISCO$____(2.1)
^THE$____(2.0)
^Peru$____(2.0)
^EPA$____(2.0)
^Kyi$____(2.0)
^Zelaya$____(2.0)
^Lt.$____(2.0)
^MRI$____(1.9)

^3.1$____(1.9)
^LCD$____(1.9)
^frustration$____(1.9)
^frustrated$____(1.9)
^frustrating$____(1.9)
^Libya$____(1.9)
^3.7$____(1.9)
^DETROIT$____(1.9)
^TD$____(1.9)
^camera$____(1.9)

Filter 7 (bias = -0.46) #

-		x
R		B
u		c
<BOS>		A
r		o
Q		p
j		K
P		a
"		w
E		v
I		h
'		n
H		W
d		l
F		z
M		5
U		i
J		m
s		0
^		,

V		-
k		u
C		.
)		y
B		o
0		E
X		r
Y		?
v		s
b		d
9		N
7		w
6		t
G		O
\194		(
p		e
5		%
x		a
8		U
c		\$

w		p
W		r
Z		T
X		h
Q		g
V		o
.		D
B		c
K		j
6		C
2		d
b		R
/		t
a		0
U		l
4		y
$		O
m		P
		G
		k

f		z
W		g
M		l
F		R
y		T
6		r
4		u
X		A
,		b
5		G
n		\195
8		Y
K		U
3		k
2		-
Z		v
N		E
/		J
e		D
x		s

^low-key$____(2.6)
^VW$____(2.6)
^Arkansas$____(2.6)
^Turkey$____(2.4)
^turkey$____(2.4)
^Van$____(2.4)
^Vancouver$____(2.4)
^Vanessa$____(2.4)
^servants$____(2.2)
^servant$____(2.2)

^Cuban$____(2.1)
^Cubans$____(2.1)
^urban$____(2.1)
^suburban$____(2.1)
^Urban$____(2.1)
^V.$____(2.0)
^occupants$____(2.0)
^occupancy$____(2.0)
^survey$____(1.9)
^surveyed$____(1.9)

^surveys$____(1.9)
^Survey$____(1.9)
^Harvey$____(1.9)
^Va$____(1.9)
^Milwaukee$____(1.9)
^Venezuela$____(1.9)
^Venezuelan$____(1.9)
^Venus$____(1.9)
^Venice$____(1.9)
^dubbed$____(1.9)

^rubber$____(1.9)
^SOURCE$____(1.8)
^Mercantile$____(1.8)
^0.6$____(1.8)
^Crawford$____(1.8)
^Secretary-General$____(1.8)
^Duke$____(1.8)
^Luke$____(1.8)
^works$____(1.8)
^networks$____(1.8)

Filter 8 (bias = -0.38) #

<BOS>		f
X		y
.		U
g		F
Q		P
q		K
-		u
V		s
Y		c
b		D
W		,
\194		C
w		o
l		M
^		B
I		R
		k
		L
		N
		r

W		f
T		x
H		r
i		b
U		p
1		F
Y		l
M		n
E		.
4		P
2		'
y		q
O		j
G		-
u		k
)		R
3		N
w		\195
&		\$
D		a

L		-
U		f
A		v
z		c
l		j
Y		M
Q		e
a		k
/		n
X		x
G		'
K		t
Z		p
7		g
6		r
I		h
		o
		F
		q
		w

x		k
8		g
"		w
S		T
y		i
\194		-
6		r
5		I
9		t
Q		H
,		j
L		J
F		m
7		b
f		\195
c		A
o		u
N		q
K		V
/		P

^Waxman$____(2.6)
^WASHINGTON$____(2.5)
^Tax$____(2.5)
^MLS$____(2.4)
^Max$____(2.2)
^pre-tax$____(2.1)
^WTA$____(2.0)
^Wayne$____(1.9)
^Way$____(1.9)
^Kyrgyzstan$____(1.9)

^engulfed$____(1.8)
^tax$____(1.8)
^taxes$____(1.8)
^taxpayers$____(1.8)
^taxpayer$____(1.8)
^Taylor$____(1.8)
^Wild$____(1.7)
^Wildlife$____(1.7)
^Wildcats$____(1.7)
^UAW$____(1.7)

^YOU$____(1.7)
^wild$____(1.7)
^wildlife$____(1.7)
^wildly$____(1.7)
^wildfires$____(1.7)
^Hayes$____(1.7)
^Hayden$____(1.7)
^Hayward$____(1.7)
^Wilson$____(1.7)
^Olympic$____(1.7)

^Olympics$____(1.7)
^Wachovia$____(1.7)
^maximum$____(1.6)
^maximize$____(1.6)
^DALLAS$____(1.6)
^Wade$____(1.6)
^1,800$____(1.6)
^EU$____(1.6)
^highly$____(1.6)
^roughly$____(1.6)

Filter 9 (bias = -0.54) #

o		F
O		k
K		V
<BOS>		b
N		h
/		g
T		H
D		x
z		4
"		s
W		j
-		A
M		i
\194		a
Y		n
,		Z
Q		C
R		u
G		e
r		7

Q		m
O		g
N		v
(		k
I		b
X		u
K		-
&		x
W		)
/		h
,		n
2		c
"		i
E		p
:		V
S		s
3		'
\$		d
5		j
8		f

V		-
F		y
j		o
Z		u
7		d
X		m
A		f
5		s
B		p
0		O
4		i
9		U
J		t
Q		'
8		a
b		v
6		w
L		W
C		z
H		,

h		p
u		K
H		z
R		c
Y		P
k		G
j		d
S		y
F		O
V		w
4		D
B		m
A		o
t		2
\194		a
M		\163
r		f
N		X
s		0
b		L

^shotgun$____(2.5)
^NASA$____(2.3)
^NASCAR$____(2.3)
^NASDAQ$____(2.3)
^OF$____(2.3)
^TOKYO$____(2.2)
^forehand$____(2.1)
^OFT$____(2.1)
^Ochoa$____(2.1)
^DNA$____(2.1)

^Nkunda$____(2.1)
^botched$____(2.1)
^NBA$____(2.0)
^WASHINGTON$____(1.9)
^BOSTON$____(1.9)
^HOUSTON$____(1.9)
^NHS$____(1.9)
^corruption$____(1.9)
^corrupt$____(1.9)
^NYSE$____(1.9)

^NFC$____(1.9)
^LONDON$____(1.9)
^ON$____(1.8)
^IV$____(1.8)
^QC$____(1.8)
^FOXNews.com$____(1.8)
^Observer$____(1.8)
^downhill$____(1.7)
^torch$____(1.7)
^orchestra$____(1.7)

^orchestrated$____(1.7)
^TEHRAN$____(1.7)
^NCAA$____(1.7)
^NATO$____(1.7)
^DETROIT$____(1.6)
^MIAMI$____(1.6)
^DENVER$____(1.6)
^Other$____(1.6)
^Others$____(1.6)
^Otherwise$____(1.6)

Filter 10 (bias = -0.44) #

<BOS>		p
Z		t
M		T
V		y
-		d
J		i
Q		a
b		h
R		,
X		c
j		A
9		O
<EOS>		1
'		o
.		D
N		q
/		\163
^		l
"		x
8		I

.		P
W		G
\194		J
q		p
(		K
:		f
t		%
Q		r
"		R
!		o
?		\195
v		C
H		j
X		k
d		n
a		)
&		3
h		s
T		i
\$		z

P		g
9		h
8		m
2		k
6		A
X		.
F		t
J		Y
N		c
K		s
e		z
3		i
7		'
Q		l
5		v
I		o
D		x
Z		u
E		T
f		b

W		.
i		r
4		c
2		l
3		x
H		d
w		b
M		L
V		D
X		A
6		a
1		f
5		z
Z		F
Y		o
$		R
J		N
E		u
7		v
		t

^Weiss$____(2.9)
^Weir$____(2.9)
^Weinstein$____(2.9)
^Madison$____(2.3)
^Heights$____(2.3)
^Heineken$____(2.3)
^Heidi$____(2.3)
^Bernstein$____(2.2)
^7.2$____(2.2)
^Zurich$____(2.2)

^7.6$____(2.2)
^6.8$____(2.2)
^Mae$____(2.1)
^6.2$____(2.1)
^4.9$____(2.1)
^4.8$____(2.1)
^9.5$____(2.1)
^6.6$____(2.1)
^4.2$____(2.1)
^3.9$____(2.1)

^3.8$____(2.1)
^3.2$____(2.1)
^4.6$____(2.1)
^unveiled$____(2.1)
^unveil$____(2.1)
^unveiling$____(2.1)
^height$____(2.1)
^heightened$____(2.1)
^heights$____(2.1)
^heir$____(2.1)

^3.6$____(2.0)
^5.9$____(2.0)
^5.8$____(2.0)
^5.2$____(2.0)
^Marine$____(2.0)
^Maria$____(2.0)
^Marines$____(2.0)
^Mario$____(2.0)
^5.6$____(2.0)
^outfit$____(2.0)

Filter 11 (bias = -0.56) #

d		M
I		h
-		c
2		Y
P		B
<BOS>		o
a		y
E		k
6		m
s		K
z		N
l		r
p		b
i		T
7		S
1		G
e		g
J		x
j		A
Q		Z

A		f
U		o
Z		-
E		v
X		x
L		n
Q		t
H		'
!		c
G		j
2		p
a		M
V		h
b		\194
Y		u
z		d
)		,
4		S
I		N
&		k

Q		p
N		l
W		h
X		d
M		m
w		L
"		y
9		A
$		g
Z		s
\194		a
K		i
2		U
3		x
		P
		F
		D
		u
		C
		k

x		T
b		D
.		t
n		y
l		u
L		P
5		O
a		U
V		M
A		d
7		r
B		k
6		c
q		R
X		E
w		\163
9		i
Z		p
4		H
N		C

^dawn$____(3.3)
^IAEA$____(3.2)
^long-awaited$____(2.7)
^MIAMI$____(2.7)
^Awards$____(2.6)
^Award$____(2.6)
^Awakening$____(2.6)
^DENVER$____(2.6)
^CIA$____(2.6)
^FIA$____(2.6)

^PHILADELPHIA$____(2.6)
^Lexus$____(2.4)
^ISLAMABAD$____(2.4)
^lawn$____(2.3)
^spawned$____(2.2)
^lawless$____(2.2)
^cardboard$____(2.2)
^Delaware$____(2.1)
^dioxide$____(2.1)
^Secretary-General$____(2.0)

^NASDAQ$____(2.0)
^Xbox$____(2.0)
^sidewalk$____(2.0)
^Dawn$____(2.0)
^Anbar$____(2.0)
^box$____(1.9)
^boxes$____(1.9)
^boxing$____(1.9)
^boxer$____(1.9)
^GMAC$____(1.9)

^AOL$____(1.9)
^FEMA$____(1.9)
^AIG$____(1.9)
^mid-1990s$____(1.9)
^anxiety$____(1.9)
^anxious$____(1.9)
^EPA$____(1.9)
^PA$____(1.9)
^UAW$____(1.9)
^DAX$____(1.8)

Filter 12 (bias = -0.45) #

w		R
.		P
Z		l
W		J
m		j
g		p
A		h
X		f
c		o
M		d
<BOS>		7
a		9
Q		D
E		S
z		F
y		0
/		i
2		r
e		x
q		,

V		t
G		-
K		d
k		e
Y		u
Z		j
c		l
9		.
C		F
z		H
B		D
b		f
)		\$
X		E
Q		L
8		h
W		%
"		I
R		s
0		y

5		k
8		T
6		h
2		A
3		u
4		a
Z		b
7		t
9		m
X		r
Q		l
M		B
F		U
K		q
j		v
S		H
e		Y
$		z
G		\195
/		i

I		j
a		-
W		M
A		f
t		g
,		F
U		x
T		b
i		m
O		.
z		J
2		e
1		Z
Q		'
H		c
B		r
q		h
p		n
/		V
		v

^awkward$____(3.1)
^Hawks$____(2.1)
^Seahawks$____(2.1)
^downward$____(2.0)
^GMAC$____(1.9)
^Keane$____(1.7)
^ticket$____(1.7)
^tickets$____(1.7)
^rocket$____(1.7)
^cricket$____(1.7)

^jacket$____(1.7)
^rockets$____(1.7)
^pocket$____(1.7)
^pockets$____(1.7)
^Year$____(1.7)
^Yeah$____(1.7)
^Years$____(1.7)
^1.25$____(1.7)
^Veterans$____(1.7)
^impeachment$____(1.7)

^Blackwater$____(1.7)
^backward$____(1.7)
^backwards$____(1.7)
^two-thirds$____(1.7)
^two-time$____(1.7)
^waste$____(1.7)
^wasted$____(1.7)
^wasting$____(1.7)
^nickname$____(1.7)
^nicknamed$____(1.7)

^breakfast$____(1.7)
^want$____(1.7)
^wanted$____(1.7)
^wants$____(1.7)
^wanting$____(1.7)
^McNamee$____(1.7)
^1.9$____(1.6)
^2.9$____(1.6)
^0.9$____(1.6)
^3.9$____(1.6)

Filter 13 (bias = -0.57) #

O		B
d		f
T		n
G		F
D		b
"		x
z		N
W		k
p		h
Q		J
t		L
\194		A
^		9
g		r
c		R
-		a
\163		Z
y		\195
X		u
Y		V

M		x
t		p
U		d
A		v
Z		6
?		0
C		J
m		o
r		-
k		9
H		7
/		l
T		h
.		5
&		8
Q		a
(		i
R		1
'		2
u		3

c		-
y		j
K		l
G		J
O		u
C		I
U		b
M		H
W		e
D		i
z		h
"		E
/		q
Z		g
T		F
m		R
o		s
Q		r
,		7
8		x

X		u
Q		m
\194		r
7		U
6		k
5		f
4		o
W		b
S		-
$		y
2		\195
8		c
"		z
I		w
		R
		v
		n
		s
		p
		B

^McQueen$____(3.5)
^YORK$____(2.9)
^dry$____(2.9)
^laundry$____(2.9)
^Try$____(2.8)
^MySpace$____(2.8)
^My$____(2.8)
^empty$____(2.8)
^pretty$____(2.7)
^Betty$____(2.7)

^petty$____(2.7)
^UK$____(2.5)
^Guy$____(2.5)
^Orchestra$____(2.5)
^McDonald$____(2.3)
^McDonnell$____(2.3)
^country$____(2.3)
^industry$____(2.3)
^try$____(2.3)
^Ministry$____(2.3)

^entry$____(2.3)
^ministry$____(2.3)
^Country$____(2.3)
^Industry$____(2.3)
^GAO$____(2.3)
^my$____(2.3)
^angry$____(2.3)
^hungry$____(2.3)
^cry$____(2.2)
^outcry$____(2.2)

^Kentucky$____(2.2)
^lucky$____(2.2)
^Ricky$____(2.2)
^tricky$____(2.2)
^Once$____(2.2)
^McCain$____(2.2)
^McChrystal$____(2.2)
^McCarthy$____(2.2)
^McConnell$____(2.2)
^OTC$____(2.1)

Filter 14 (bias = -0.49) #

X		t
m		v
y		c
Y		z
K		C
Q		s
"		I
b		D
W		u
L		d
M		T
<BOS>		0
f		g
V		k
/		w
Z		n
H		U
^		j
8		A
P		E

N		j
W		p
w		g
K		C
O		k
(		d
o		P
&		F
E		)
Q		l
?		V
"		h
:		v
/		i
a		D
U		n
.		m
B		c
2		0
3		T

X		t
p		F
G		n
Y		u
x		s
b		A
6		j
8		I
v		H
0		w
K		N
"		r
z		f
W		.
V		C
9		M
P		e
\194		k
7		S
J		E

V		y
Q		H
b		t
\194		u
7		o
S		h
z		w
9		q
G		T
R		i
X		p
Y		r
5		-
C		a
j		W
J		O
l		e
s		d
Z		1
6		N

^NYSE$____(3.0)
^NYC$____(2.8)
^NY$____(2.5)
^maps$____(2.5)
^mob$____(2.5)
^robbery$____(2.4)
^robbed$____(2.4)
^robbers$____(2.4)
^robberies$____(2.4)
^presumably$____(2.3)

^payable$____(2.3)
^box$____(2.3)
^Xbox$____(2.3)
^crops$____(2.2)
^drops$____(2.2)
^Shropshire$____(2.2)
^Observer$____(2.2)
^map$____(2.2)
^object$____(2.2)
^objects$____(2.2)

^objective$____(2.2)
^objections$____(2.2)
^objectives$____(2.2)
^objected$____(2.2)
^obligations$____(2.2)
^obligation$____(2.2)
^obliged$____(2.2)
^observers$____(2.1)
^observed$____(2.1)
^obstacles$____(2.1)

^observation$____(2.1)
^obstacle$____(2.1)
^obscure$____(2.1)
^obsession$____(2.1)
^probably$____(2.1)
^probable$____(2.1)
^problems$____(2.1)
^problem$____(2.1)
^problematic$____(2.1)
^lobby$____(2.1)

Filter 15 (bias = -0.45) #

w		F
<BOS>		f
W		P
X		D
Q		x
.		c
-		s
q		C
Y		d
I		j
^		U
H		S
		p
		y
		k
		h
		L
		v
		0
		B

h		p
Y		d
B		-
N		P
H		z
(		f
W		s
A		c
4		I
L		m
X		'
\194		C
:		g
9		r
8		D
q		t
5		G
6		i
7		\163
Q		k

Y		k
G		F
K		f
y		v
O		j
L		t
M		x
/		I
Z		q
m		n
X		e
W		r
U		-
"		b
$		p
o		d
3		a
		s
		.
		B

H		f
h		K
1		z
4		o
u		B
y		p
g		l
d		O
D		r
7		P
Z		J
6		R
8		s
W		\195
Y		b
X		w
q		k
2		x
"		N
M		S

^BAGHDAD$____(2.2)
^hygiene$____(2.1)
^why$____(2.1)
^hydrogen$____(2.1)
^Why$____(2.0)
^WASHINGTON$____(2.0)
^24-hour$____(1.8)
^two-hour$____(1.8)
^half-hour$____(1.8)
^in-house$____(1.8)

^Lohan$____(1.8)
^Hyundai$____(1.7)
^NY$____(1.7)
^Hyde$____(1.7)
^house$____(1.7)
^hours$____(1.7)
^housing$____(1.7)
^hour$____(1.7)
^who$____(1.7)
^BEIJING$____(1.6)

^You$____(1.6)
^Young$____(1.6)
^Your$____(1.6)
^YouTube$____(1.6)
^WHO$____(1.6)
^Who$____(1.6)
^throughout$____(1.5)
^Throughout$____(1.5)
^Boulevard$____(1.5)
^Bournemouth$____(1.5)

^Boyle$____(1.5)
^Boy$____(1.5)
^Boys$____(1.5)
^Boyd$____(1.5)
^NYC$____(1.5)
^Amy$____(1.5)
^Nouri$____(1.5)
^Body$____(1.5)
^WAM$____(1.4)
^BMW$____(1.4)

Filter 16 (bias = -0.51) #

V		w
7		f
j		o
Y		a
C		t
Z		p
4		-
F		y
8		W
G		v
R		O
6		m
X		K
H		q
5		z
L		.
g		x
0		i
Q		,
9		N

w		L
W		D
I		h
q		y
-		%
.		G
v		Y
!		l
Q		P
?		U
t		R
a		u
2		J
:		C
X		o
(		m
e		F
'		r
E		T
\194		H

L		k
K		-
X		i
Z		h
/		R
D		'
m		p
A		v
Q		u
E		C
U		n
M		x
.		g
6		r
e		s
z		o
G		t
N		j
l		c
B		d

X		L
7		m
v		u
6		o
9		l
Q		A
V		U
\194		.
C		r
2		s
8		y
W		f
0		h
4		-
5		O
I		_
1		\195
p		E
"		a
q		t

^Gwen$____(3.1)
^10-K$____(3.0)
^CIA$____(3.0)
^7-6$____(3.0)
^wave$____(2.9)
^waves$____(2.9)
^waving$____(2.9)
^waved$____(2.9)
^7.6$____(2.8)
^FIA$____(2.8)

^we$____(2.8)
^7-5$____(2.8)
^jam$____(2.7)
^Sweden$____(2.7)
^Swedish$____(2.7)
^7.2$____(2.7)
^Rwanda$____(2.6)
^7.5$____(2.6)
^PHILADELPHIA$____(2.6)
^went$____(2.5)

^wedding$____(2.5)
^weddings$____(2.5)
^Campbell$____(2.5)
^Camp$____(2.5)
^Campaign$____(2.5)
^wake$____(2.4)
^Sweet$____(2.3)
^Sweeney$____(2.3)
^4-6$____(2.3)
^Swansea$____(2.3)

^Swann$____(2.3)
^Imperial$____(2.2)
^weight$____(2.2)
^weighed$____(2.2)
^weigh$____(2.2)
^weighing$____(2.2)
^BERLIN$____(2.2)
^NL$____(2.2)
^7.4$____(2.2)
^Zimbabwe$____(2.2)

Filter 17 (bias = -0.36) #

Q		b
8		m
7		B
d		.
3		k
6		A
2		w
1		v
"		q
5		T
4		r
O		g
s		h
,		t
9		l
S		M
C		n
^		\195
I		f
\194		u

&		j
W		u
K		-
Q		F
X		f
z		e
\194		k
/		r
Y		H
!		P
8		t
5		g
(		m
"		i
G		h
o		d
O		E
9		M
N		J
c		)

C		v
U		x
G		q
Z		o
V		f
g		-
A		W
R		e
H		w
Y		a
P		N
k		.
r		B
s		d
Q		b
/		E
m		h
M		9
S		\194
$		\163

w		T
n		c
-		G
W		z
2		k
6		U
X		Y
Z		R
N		r
e		C
q		S
4		g
3		D
5		A
I		s
H		h
M		l
f		p
J		O
/		b

^QC$____(2.4)
^WAM$____(2.1)
^Windows$____(2.0)
^Winter$____(2.0)
^Winfrey$____(2.0)
^Wings$____(2.0)
^King$____(1.9)
^Kingdom$____(1.9)
^Kings$____(1.9)
^Kindle$____(1.9)

^Kingston$____(1.9)
^XVI$____(1.9)
^\194\174$____(1.9)
^IOC$____(1.9)
^Wi-Fi$____(1.8)
^Cornwall$____(1.8)
^Cornell$____(1.8)
^Wagner$____(1.8)
^Ki-moon$____(1.8)
^Kremlin$____(1.8)

^Xinhua$____(1.7)
^Xinjiang$____(1.7)
^doing$____(1.7)
^wrongdoing$____(1.7)
^Kuwait$____(1.7)
^S.C.$____(1.6)
^ACORN$____(1.6)
^Carnegie$____(1.6)
^Carnival$____(1.6)
^HSBC$____(1.6)

^AC$____(1.6)
^message$____(1.6)
^messages$____(1.6)
^passage$____(1.6)
^usage$____(1.6)
^ICC$____(1.6)
^Warwickshire$____(1.5)
^dose$____(1.5)
^doses$____(1.5)
^overdose$____(1.5)

Filter 18 (bias = -0.64) #

Q		f
U		x
X		p
W		j
Y		g
"		F
H		c
Z		v
<BOS>		h
^		n
/		-
2		m
I		l
1		e
3		t
		.
		k
		b
		s
		S

v		f
W		l
c		F
?		P
w		j
q		%
T		m
"		L
0		p
9		S
2		r
a		s
1		;
z		,
)		e
E		J
N		'
(		i
Y		/
8		d

z		h
O		F
C		b
p		e
d		H
G		M
c		u
Q		m
o		j
\194		f
D		k
0		B
1		E
/		w
,		g
K		r
$		.
I		A
8		q
P		V

m		v
X		u
Z		U
.		R
M		s
y		z
L		k
H		E
/		B
g		T
Q		9
V		a
l		0
A		d
n		I
$		x
r		o
Y		J
		t
		i

^vomiting$____(2.6)
^Women$____(2.6)
^Woman$____(2.6)
^company$____(2.4)
^come$____(2.4)
^companies$____(2.4)
^comes$____(2.4)
^women$____(2.3)
^woman$____(2.3)
^voyage$____(2.2)

^Viacom$____(1.8)
^Tom$____(1.8)
^Tommy$____(1.8)
^Tomlinson$____(1.8)
^Tomas$____(1.8)
^administration$____(1.8)
^admitted$____(1.8)
^admit$____(1.8)
^administrative$____(1.8)
^cognitive$____(1.8)

^volume$____(1.8)
^volunteers$____(1.8)
^voluntary$____(1.8)
^volatile$____(1.8)
^Wolf$____(1.7)
^Wolves$____(1.7)
^von$____(1.7)
^newcomers$____(1.7)
^newcomer$____(1.7)
^Edmonton$____(1.7)

^Wonder$____(1.7)
^came$____(1.7)
^campaign$____(1.7)
^camp$____(1.7)
^camera$____(1.7)
^200m$____(1.6)
^Wimbledon$____(1.6)
^World$____(1.6)
^Workers$____(1.6)
^Work$____(1.6)

Filter 19 (bias = -0.39) #

9		m
7		f
Y		k
"		A
\194		U
8		t
-		p
R		a
<BOS>		B
Q		b
3		F
6		w
o		z
1		s
^		y
X		P
0		i
4		l
N		K
J		L

D		k
d		b
"		A
8		f
O		i
0		m
&		B
c		V
\194		n
o		F
G		h
Q		H
6		r
(		l
2		a
X		s
1		g
9		t
E		x
7		p

U		f
z		-
C		o
G		j
Q		x
A		M
a		e
s		n
I		h
c		l
R		J
Z		N
E		m
k		v
P		q
D		i
T		w
"		t
1		F
\163		.

Q		j
"		D
W		0
U		d
Y		l
$		v
r		c
H		n
b		p
y		g
X		5
Z		J
k		x
'		o
		t
		C
		e
		F
		1
		-

^YOU$____(3.5)
^NASDAQ$____(3.0)
^DC$____(2.9)
^DUP$____(2.8)
^EU$____(2.6)
^DAX$____(2.5)
^MDC$____(2.5)
^Da$____(2.5)
^Darling$____(2.4)
^Darfur$____(2.4)

^Darren$____(2.4)
^Darwin$____(2.4)
^Dark$____(2.4)
^Day$____(2.3)
^Days$____(2.3)
^Dakota$____(2.3)
^USDA$____(2.2)
^SOURCE$____(2.1)
^CDC$____(2.1)
^Dame$____(2.1)

^Damascus$____(2.1)
^Damon$____(2.1)
^Damien$____(2.1)
^one-day$____(2.1)
^two-day$____(2.1)
^three-day$____(2.1)
^day-to-day$____(2.1)
^soda$____(2.0)
^Woods$____(2.0)
^goods$____(2.0)

^methods$____(2.0)
^periods$____(2.0)
^foods$____(2.0)
^neighborhoods$____(2.0)
^1990s$____(2.0)
^90s$____(2.0)
^mid-1990s$____(2.0)
^1970s$____(2.0)
^70s$____(2.0)
^da$____(2.0)

Filter 20 (bias = -0.52) #

M		g
F		p
<BOS>		d
f		z
V		c
B		G
m		r
/		-
X		a
Z		o
\194		T
6		\163
S		E
K		0
4		D
H		O
Q		v
,		1
L		\195
5		I

D		p
H		x
L		b
(		f
u		k
/		w
U		v
&		-
I		g
A		o
T		m
F		'
1		a
M		G
t		c
7		r
Q		z
C		i
6		W
Z		V

Y		F
m		f
i		e
X		E
g		N
G		B
w		c
-		s
W		D
V		x
l		j
z		v
p		u
Z		S
$		t
/		8
H		9
		h
		r
		R

F		-
0		i
5		p
V		r
\194		a
c		O
9		y
B		u
M		U
6		I
8		w
v		E
Z		s
C		d
X		P
7		H
j		\195
D		t
x		o
4		m

^FDIC$____(2.4)
^Dick$____(2.2)
^Division$____(2.1)
^D-Calif$____(2.0)
^Hicks$____(1.9)
^Dixon$____(1.9)
^DVD$____(1.8)
^DVDs$____(1.8)
^MIAMI$____(1.7)
^FDA$____(1.7)

^Doctors$____(1.7)
^Doctor$____(1.7)
^function$____(1.6)
^functions$____(1.6)
^functioning$____(1.6)
^functional$____(1.6)
^MDC$____(1.6)
^Dover$____(1.6)
^Mumbai$____(1.6)
^DAX$____(1.6)

^D-N.Y.$____(1.5)
^David$____(1.5)
^Davis$____(1.5)
^Dave$____(1.5)
^Davies$____(1.5)
^Liverpool$____(1.5)
^Live$____(1.5)
^Living$____(1.5)
^Livni$____(1.5)
^BAGHDAD$____(1.5)

^HIV$____(1.5)
^Di$____(1.5)
^conflict$____(1.4)
^conflicts$____(1.4)
^conflicting$____(1.4)
^inflicted$____(1.4)
^D.C.$____(1.4)
^Hindu$____(1.4)
^Hockey$____(1.4)
^lifting$____(1.4)

Filter 21 (bias = -0.47) #

8		w
6		z
7		g
L		t
9		s
F		O
X		-
H		E
h		G
x		i
q		k
N		S
Z		o
4		p
B		T
1		c
n		m
Q		U
\194		I
D		'

h		c
Y		z
H		d
:		v
(		p
W		P
S		D
i		)
A		w
u		C
4		e
o		I
"		\163
L		0
N		s
3		G
l		f
y		-
;		F
/		E

N		k
5		m
8		-
X		p
K		u
9		g
Q		i
L		b
6		f
o		s
7		P
\194		'
/		U
0		r
D		v
3		d
O		y
W		t
2		V
4		w

I		m
S		-
Q		u
E		f
O		v
t		n
A		x
W		b
X		U
2		'
7		y
5		M
N		Z
4		c
T		s
H		d
,		J
e		o
		.
		k

^NYSE$____(3.3)
^hotel$____(3.1)
^hot$____(3.1)
^hotels$____(3.1)
^hottest$____(3.1)
^Mourinho$____(2.8)
^NHL$____(2.8)
^Hotel$____(2.8)
^Hot$____(2.8)
^Hotels$____(2.8)

^ATLANTA$____(2.7)
^PHILADELPHIA$____(2.6)
^Phoenix$____(2.5)
^Football$____(2.4)
^NHS$____(2.4)
^Idaho$____(2.2)
^HBOS$____(2.2)
^HBO$____(2.2)
^Manhattan$____(2.2)
^bondholders$____(2.2)

^shooting$____(2.2)
^shoot$____(2.2)
^shootings$____(2.2)
^shootout$____(2.2)
^quoted$____(2.2)
^quote$____(2.2)
^quotes$____(2.2)
^quoting$____(2.2)
^horse$____(2.1)
^horses$____(2.1)

^horror$____(2.1)
^hormone$____(2.1)
^horrible$____(2.1)
^horizon$____(2.1)
^1945$____(2.1)
^Who$____(2.1)
^Ho$____(2.1)
^hold$____(2.0)
^holding$____(2.0)
^holiday$____(2.0)

Filter 22 (bias = -0.47) #

L		t
K		k
y		j
U		-
G		v
/		i
Z		g
D		I
8		w
O		q
Q		n
X		h
P		e
o		u
N		H
m		'
z		V
"		s
<EOS>		4
Y		<BOS>

c		P
h		f
0		U
Y		m
o		!
v		I
g		%
S		-
x		;
G		F
T		r
\194		:
5		a
9		d
4		\195
W		L
8		s
C		Z
1		u
7		H

Q		p
/		g
\194		i
$		x
"		P
U		h
.		v
s		0
'		J
N		b
R		e
		G
		d
		c
		1
		q
		r
		y
		k
		f

X		h
B		y
K		-
W		d
Q		g
Z		t
z		u
b		r
V		f
9		j
6		p
J		s
2		n
Y		c
w		o
\194		F
8		i
U		C
"		'
5		H

^Los$____(3.2)
^LSU$____(3.1)
^Lou$____(3.0)
^MLS$____(2.8)
^LG$____(2.7)
^embryos$____(2.7)
^Tokyo$____(2.6)
^Mayo$____(2.6)
^you$____(2.4)
^Lisbon$____(2.4)

^TOKYO$____(2.4)
^Oh$____(2.3)
^Go$____(2.3)
^MSNBC$____(2.2)
^LLC$____(2.2)
^PLC$____(2.2)
^1980s$____(2.2)
^80s$____(2.2)
^80$____(2.1)
^1980$____(2.1)

^180$____(2.1)
^Toyota$____(2.1)
^0.9$____(2.1)
^Pc$____(2.0)
^bloc$____(2.0)
^havoc$____(2.0)
^oh$____(2.0)
^cubic$____(2.0)
^US$____(2.0)
^hub$____(2.0)

^Kosovo$____(2.0)
^Do$____(2.0)
^Lt.$____(2.0)
^0.6$____(2.0)
^Low$____(1.9)
^Louis$____(1.9)
^Louisiana$____(1.9)
^Louisville$____(1.9)
^Louise$____(1.9)
^No.$____(1.9)

Filter 23 (bias = -0.36) #

.		k
-		B
<BOS>		p
Q		P
\194		f
/		K
^		i
"		U
X		x
		v
		J
		T
		C
		0
		b
		z
		c
		F
		R
		\195

Z		k
Q		j
!		h
&		i
/		p
X		t
?		f
K		F
"		r
W		u
(		e
\194		l
M		g
.		P
8		E
G		x
:		v
		d
		T
		J

G		f
g		u
j		i
L		y
z		W
Z		h
D		x
A		-
0		,
X		o
E		q
V		a
l		k
c		H
J		p
5		n
.		v
Q		'
F		t
b		d

.		p
Q		P
b		i
w		T
E		d
Z		D
s		y
W		t
x		H
"		1
z		j
A		C
N		r
a		n
V		-
S		k
X		o
L		f
B		h
\194		u

^....$____(4.0)
^.....$____(4.0)
^U.K.$____(3.2)
^G.M.$____(2.8)
^...$____(2.7)
^non-GAAP$____(2.6)
^U.N.$____(2.4)
^N.Y.$____(2.4)
^D-N.Y.$____(2.4)
^middle-class$____(2.3)

^working-class$____(2.3)
^world-class$____(2.3)
^first-class$____(2.3)
^N.F.L.$____(2.2)
^McQueen$____(2.1)
^p.m.$____(2.1)
^a.m.$____(2.1)
^KABUL$____(2.0)
^MLS$____(2.0)
^1.25$____(2.0)

^D.C.$____(2.0)
^N.C.$____(2.0)
^S.C.$____(2.0)
^LG$____(2.0)
^Zealand$____(2.0)
^Q.$____(1.9)
^guardian.co.uk$____(1.9)
^Web$____(1.9)
^Webb$____(1.9)
^Webber$____(1.9)

^Webster$____(1.9)
^Weber$____(1.9)
^Ph.D.$____(1.8)
^WASHINGTON$____(1.8)
^N.J.$____(1.8)
^north-west$____(1.8)
^MGM$____(1.8)
^L.A.$____(1.8)
^Mr.$____(1.8)
^80s$____(1.7)

Filter 24 (bias = -0.43) #

<BOS>		1
f		H
'		g
F		y
l		G
x		i
.		h
\194		U
j		2
S		u
v		3
t		A
b		a
m		T
-		4
Q		E
B		Y
M		D
e		Z
N		0

G		u
X		t
K		m
2		h
8		-
5		k
Z		f
Q		l
0		s
9		.
3		i
7		H
6		v
O		'
1		U
4		a
c		b
W		A
E		T
D		%

m		I
Y		E
v		2
T		r
k		d
h		N
\194		e
b		n
B		3
V		s
M		w
W		-
"		5
'		1
x		P
$		O
X		F
u		a
t		7
l		j

d		f
D		w
\194		B
7		k
Y		E
C		r
6		b
1		K
$		e
l		N
X		x
/		F
Q		a
L		o
0		t
8		S
		A
		p
		s
		_

^feud$____(2.8)
^watchdog$____(2.7)
^2m$____(2.6)
^MGM$____(2.5)
^fold$____(2.4)
^3m$____(2.4)
^problem$____(2.3)
^Jerusalem$____(2.3)
^Harlem$____(2.3)
^EBITDA$____(2.2)

^50m$____(2.2)
^GB$____(2.2)
^GM$____(2.2)
^Kids$____(2.1)
^Kidd$____(2.1)
^1m$____(2.1)
^system$____(2.1)
^stem$____(2.1)
^System$____(2.1)
^item$____(2.1)

^post-mortem$____(2.1)
^food$____(2.0)
^foods$____(2.0)
^seafood$____(2.0)
^NOT$____(2.0)
^God$____(2.0)
^slalom$____(1.9)
^female$____(1.9)
^females$____(1.9)
^fell$____(1.9)

^fellow$____(1.9)
^Rockefeller$____(1.9)
^match$____(1.9)
^watch$____(1.9)
^pitch$____(1.9)
^catch$____(1.9)
^OTC$____(1.9)
^NYC$____(1.8)
^check$____(1.8)
^neck$____(1.8)

Filter 25 (bias = -0.41) #

Z		p
9		t
F		i
8		w
V		o
7		O
X		-
L		y
Q		a
b		s
J		f
6		m
R		W
<BOS>		,
M		z
j		d
B		I
0		g
4		'
Y		T

(		v
Q		x
&		p
O		f
/		k
:		b
?		)
N		j
"		V
!		i
r		m
H		J
A		B
I		g
.		F
U		0
R		n
Y		e
y		c
		w

H		b
1		x
i		v
4		.
2		-
3		f
D		'
5		r
,		z
I		k
M		a
A		q
y		c
C		p
t		o
6		R
/		\195
Z		B
T		"
O		\163

-		F
Y		t
b		f
g		y
l		,
G		D
.		c
V		B
x		C
z		K
\194		N
'		n
X		P
J		T
Q		U
$		M
"		e
m		I
\195		k
		2

^bribes$____(2.6)
^bribery$____(2.6)
^bright$____(2.4)
^brigade$____(2.4)
^brilliant$____(2.3)
^brilliantly$____(2.3)
^Brighton$____(2.2)
^Brigade$____(2.2)
^Nigeria$____(2.0)
^Night$____(2.0)

^Nigerian$____(2.0)
^Nigel$____(2.0)
^Niger$____(2.0)
^Oil$____(2.0)
^ribs$____(1.9)
^building$____(1.9)
^build$____(1.9)
^built$____(1.9)
^buildings$____(1.9)
^right$____(1.8)

^rights$____(1.8)
^right-wing$____(1.8)
^rigorous$____(1.8)
^rightly$____(1.8)
^High$____(1.8)
^Highway$____(1.8)
^Higher$____(1.8)
^Highland$____(1.8)
^terrible$____(1.8)
^horrible$____(1.8)

^terribly$____(1.8)
^Flight$____(1.7)
^19th-century$____(1.7)
^Wi-Fi$____(1.7)
^Building$____(1.7)
^Uighurs$____(1.7)
^Uighur$____(1.7)
^bailout$____(1.7)
^bail$____(1.7)
^bailed$____(1.7)

Filter 26 (bias = -0.52) #

C		b
I		J
U		x
d		v
c		E
n		e
D		h
Q		W
/		w
,		B
'		q
s		M
t		Y
P		o
R		-
A		4
z		i
F		m
r		j
y		X

J		y
j		h
X		U
0		s
7		t
Z		a
-		u
I		.
V		f
2		x
P		m
5		A
9		S
6		"
n		c
g		W
G		,
1		o
3		k
)		B

W		u
p		D
K		j
i		.
B		g
x		c
X		F
a		d
,		-
O		C
w		r
Y		R
q		L
f		s
k		M
"		Z
6		n
V		U
Q		h
2		e

Q		f
"		J
X		P
Y		o
\194		i
Z		-
$		I
.		t
V		w
W		p
8		E
h		l
c		s
7		r
		\195
		j
		B
		e
		u
		z

^MOSCOW$____(3.0)
^Click$____(2.9)
^CITY$____(2.9)
^adjacent$____(2.6)
^CIT$____(2.6)
^FRANCISCO$____(2.6)
^VW$____(2.5)
^Clay$____(2.5)
^Clayton$____(2.5)
^Cricket$____(2.4)

^CIA$____(2.4)
^Climate$____(2.3)
^CEO$____(2.3)
^jihad$____(2.3)
^Jackson$____(2.2)
^Jack$____(2.2)
^Jacob$____(2.2)
^Jacobs$____(2.2)
^Sunni$____(2.2)
^IPO$____(2.1)

^Jay$____(2.1)
^Jays$____(2.1)
^Jaguar$____(2.1)
^Punjab$____(2.0)
^Clive$____(2.0)
^Benjamin$____(2.0)
^CNBC$____(2.0)
^Jo$____(2.0)
^jacket$____(2.0)
^jackets$____(2.0)

^Jim$____(1.9)
^Jimmy$____(1.9)
^JP$____(1.9)
^enjoy$____(1.9)
^enjoyed$____(1.9)
^enjoying$____(1.9)
^enjoys$____(1.9)
^Anna$____(1.9)
^Madonna$____(1.9)
^Vienna$____(1.9)

Filter 27 (bias = -0.51) #

W		p
H		P
X		f
w		d
4		j
Z		l
Q		-
A		r
2		z
q		R
^		c
/		s
Y		v
"		o
M		x
		J
		D
		G
		0
		b

g		v
V		d
G		a
Y		q
i		N
Z		u
S		t
m		D
j		f
4		B
M		.
H		T
X		c
3		x
5		\163
C		U
)		o
%		e
		I
		\$

k		-
V		u
p		L
C		l
Q		o
b		.
x		D
F		m
9		w
8		d
"		t
B		U
r		s
7		z
P		E
c		/
X		J
R		O
'		M
q		e

6		r
7		t
8		T
x		o
S		k
\194		w
4		A
5		y
Q		n
F		B
V		m
X		i
9		p
s		H
"		q
j		u
d		\195
$		N
G		U
E		a

^Wikipedia$____(3.1)
^Mike$____(2.7)
^Nike$____(2.6)
^Wireless$____(2.6)
^hike$____(2.5)
^hikes$____(2.5)
^GPS$____(2.4)
^Mikhail$____(2.2)
^wiped$____(2.2)
^wipe$____(2.2)

^NYC$____(2.2)
^Winston$____(2.1)
^GPs$____(2.1)
^ships$____(2.1)
^relationships$____(2.1)
^championships$____(2.1)
^chips$____(2.1)
^Ask$____(2.1)
^G8$____(2.0)
^Agreement$____(2.0)

^GB$____(2.0)
^Like$____(2.0)
^talks$____(2.0)
^walks$____(2.0)
^Talks$____(2.0)
^Windows$____(2.0)
^Wind$____(2.0)
^Windsor$____(2.0)
^great$____(2.0)
^greater$____(2.0)

^green$____(2.0)
^grew$____(2.0)
^greatest$____(2.0)
^greenhouse$____(2.0)
^risks$____(2.0)
^asks$____(2.0)
^tasks$____(2.0)
^masks$____(2.0)
^Hawks$____(1.9)
^Seahawks$____(1.9)

Filter 28 (bias = -0.47) #

<BOS>		y
Q		h
E		d
w		u
W		m
X		p
I		c
N		D
S		L
2		C
K		x
O		g
e		l
"		n
^		U
5		P
		1
		a
		v
		H

g		f
Y		x
R		L
T		y
k		K
I		N
j		F
-		B
V		n
;		a
G		.
C		\$
Q		o
r		e
z		,
'		m
&		%
)		w
i		5
\194		8

I		u
Q		M
l		f
A		m
X		v
p		y
7		c
O		U
a		o
2		-
S		x
W		B
t		F
q		n
		s
		Z
		k
		R
		'
		h

R		y
V		h
-		D
s		d
b		p
k		L
z		t
w		c
J		,
E		F
Q		q
'		l
U		H
G		f
Z		1
Y		o
9		x
$		T
\195		A
"		n

^TARP$____(2.7)
^ERA$____(2.5)
^YORK$____(2.4)
^ETA$____(2.3)
^WTA$____(2.3)
^NASCAR$____(2.3)
^III$____(2.3)
^Wilson$____(2.2)
^TORONTO$____(2.2)
^IRA$____(2.2)

^XVI$____(2.2)
^MRI$____(2.1)
^Wilkinson$____(2.1)
^HIV$____(2.1)
^Vegas$____(2.0)
^Fabregas$____(2.0)
^gas$____(2.0)
^gasoline$____(2.0)
^gases$____(2.0)
^Rasmussen$____(2.0)

^Rashid$____(2.0)
^II$____(1.9)
^NYSE$____(1.9)
^ATLANTA$____(1.9)
^eggs$____(1.9)
^WTO$____(1.9)
^IAEA$____(1.9)
^Ipswich$____(1.9)
^Task$____(1.8)
^CHICAGO$____(1.8)

^TIME$____(1.7)
^Take$____(1.7)
^Taking$____(1.7)
^PARIS$____(1.7)
^legislation$____(1.7)
^registered$____(1.7)
^legislative$____(1.7)
^register$____(1.7)
^YOU$____(1.7)
^Risk$____(1.7)

Filter 29 (bias = -0.48) #

B		p
.		i
b		O
v		P
<BOS>		d
N		y
q		s
M		E
V		I
\194		G
Z		1
n		U
x		2
9		,
F		-
h		z
c		3
k		S
X		a
Q		o

I		f
i		F
W		x
Y		.
1		L
T		r
\194		e
2		y
C		b
H		m
z		\$
&		%
w		h
k		N
V		j
X		l
4		S
		o
		p
		s

E		n
S		m
O		C
Y		d
h		.
3		D
G		v
o		c
r		t
"		Z
R		/
4		'
W		U
J		z
g		P
9		f
N		\194
x		l
e		F
8		I

Y		f
V		B
\194		y
$		c
g		F
Q		N
S		K
7		r
X		e
G		a
4		P
"		U
		n
		v
		t
		p
		D
		o
		_
		w

^BCS$____(3.1)
^Fabio$____(2.7)
^biography$____(2.7)
^autobiography$____(2.7)
^BAE$____(2.6)
^Silvio$____(2.6)
^NHS$____(2.6)
^PARIS$____(2.5)
^TORONTO$____(2.5)
^Big$____(2.5)

^HBOS$____(2.5)
^RBIs$____(2.5)
^big$____(2.4)
^biggest$____(2.4)
^bigger$____(2.4)
^Robbie$____(2.4)
^Debbie$____(2.4)
^Lockerbie$____(2.4)
^biological$____(2.3)
^biology$____(2.3)

^movie$____(2.3)
^Movie$____(2.3)
^cannabis$____(2.2)
^SOURCE$____(2.2)
^violence$____(2.2)
^violent$____(2.2)
^violations$____(2.2)
^violated$____(2.2)
^Mir$____(2.2)
^Virginia$____(2.1)

^Virgin$____(2.1)
^Antonio$____(2.1)
^Davis$____(2.1)
^Elvis$____(2.1)
^Travis$____(2.1)
^IS$____(2.1)
^DENVER$____(2.0)
^Ohio$____(2.0)
^1.25$____(1.9)
^Bashir$____(1.9)

Filter 30 (bias = -0.59) #

<BOS>		t
X		y
9		p
Z		T
7		m
Q		c
6		g
8		o
J		z
N		h
2		k
4		i
3		s
5		A
V		O
F		U
I		a
j		G
n		l
^		S

F		k
e		-
\$		v
N		Y
E		z
2		u
f		m
5		R
4		'
8		T
L		g
3		C
S		c
W		i
6		)
K		G
Q		V
X		U
,		\195
(		l

Y		k
S		B
j		f
7		U
G		w
h		a
5		b
g		r
4		m
l		v
6		t
\194		K
3		n
0		q
1		P
8		N
$		z
O		\195
L		c
X		.

Y		f
\194		r
4		B
7		t
V		K
6		A
g		N
-		F
1		a
$		p
Z		P
X		k
"		o
H		,
G		U
W		l
8		e
3		b
0		_
		O

^1957$____(3.1)
^1947$____(3.0)
^1987$____(3.0)
^1955$____(3.0)
^1954$____(2.9)
^1945$____(2.9)
^1985$____(2.9)
^1944$____(2.9)
^787$____(2.9)
^NFL$____(2.9)

^1984$____(2.9)
^1956$____(2.8)
^1967$____(2.8)
^1934$____(2.8)
^1946$____(2.8)
^1986$____(2.8)
^1953$____(2.7)
^1950$____(2.7)
^1965$____(2.7)
^1951$____(2.7)

^1964$____(2.7)
^1943$____(2.7)
^1983$____(2.7)
^1940$____(2.7)
^1958$____(2.6)
^1980$____(2.6)
^NY$____(2.6)
^1941$____(2.6)
^1981$____(2.6)
^750$____(2.6)

^1966$____(2.6)
^1933$____(2.6)
^Schwarzenegger$____(2.6)
^eggs$____(2.6)
^egg$____(2.6)
^1977$____(2.6)
^1948$____(2.6)
^1988$____(2.6)
^BEIJING$____(2.5)
^1963$____(2.5)

Filter 31 (bias = -0.47) #

<BOS>		f
w		h
W		F
Q		P
O		y
z		m
E		u
I		L
X		x
"		p
^		r
\194		H
2		n
G		d
		l
		k
		b
		D
		j
		B

k		D
V		o
C		d
;		.
'		E
Q		-
P		e
R		L
b		l
B		v
Z		0
"		t
F		g
Y		w
r		u
f		T
U		j
)		c
p		h
,		z

X		f
L		p
H		o
Q		S
7		c
q		t
6		y
Z		O
9		s
u		m
8		i
a		k
b		'
\195		g
J		w
2		M
D		C
1		K
Y		x
d		,

y		B
d		k
H		v
1		b
u		t
s		q
4		T
-		l
Z		f
G		r
3		N
"		o
8		J
2		z
U		K
6		x
$		w
L		A
7		\195
D		R

^okay$____(2.6)
^key$____(2.4)
^keys$____(2.4)
^keyboard$____(2.4)
^keynote$____(2.4)
^blockade$____(2.3)
^Payne$____(2.2)
^Pay$____(2.2)
^Brooklyn$____(2.2)
^Cadbury$____(2.2)

^Cadillac$____(2.2)
^Ray$____(2.1)
^Raymond$____(2.1)
^Rays$____(2.1)
^quickly$____(2.1)
^buy$____(2.1)
^buying$____(2.1)
^buyers$____(2.1)
^buyer$____(2.1)
^Vauxhall$____(2.0)

^Vaughan$____(2.0)
^Buy$____(2.0)
^Rudd$____(2.0)
^Rudy$____(2.0)
^Padres$____(2.0)
^bay$____(2.0)
^Bay$____(1.9)
^Bayern$____(1.9)
^Baylor$____(1.9)
^Radio$____(1.9)

^Radcliffe$____(1.9)
^low-key$____(1.9)
^budget$____(1.9)
^budgets$____(1.9)
^weekly$____(1.8)
^Weekly$____(1.8)
^Blackburn$____(1.8)
^blockbuster$____(1.8)
^Customs$____(1.8)
^Customers$____(1.8)

Filter 32 (bias = -0.77) #

<BOS>		t
L		T
/		g
X		k
Z		h
Q		i
<EOS>		y
K		p
l		j
9		e
\194		E
z		c
6		u
.		r
8		H
7		\163
B		d
b		-
5		v
N		F

W		s
X		f
V		l
2		t
4		C
Y		.
E		o
6		n
q		A
"		c
H		L
3		F
b		,
)		D
Z		U
w		%
9		d
1		'
J		r
7		z

f		z
F		.
B		-
i		U
h		G
k		g
t		u
,		d
S		s
M		E
p		L
j		Z
H		a
4		\195
x		b
n		w
5		Q
W		R
6		r
T		A

W		j
w		F
z		P
K		H
o		f
"		k
O		r
Q		h
a		i
.		C
N		n
X		g
\194		u
v		d
B		l
c		p
$		-
Y		J
/		e
q		s

^Wizards$____(4.1)
^Who$____(3.8)
^What$____(3.5)
^Whatever$____(3.5)
^WHO$____(3.1)
^California$____(3.1)
^Violence$____(3.0)
^bizarre$____(2.9)
^WTO$____(2.9)
^Halifax$____(2.8)

^Wyoming$____(2.8)
^Crawford$____(2.8)
^Before$____(2.8)
^before$____(2.8)
^Silvio$____(2.7)
^ANGELES$____(2.7)
^Viacom$____(2.7)
^JERUSALEM$____(2.7)
^Weather$____(2.7)
^awkward$____(2.6)

^likelihood$____(2.6)
^Between$____(2.6)
^Woods$____(2.6)
^Wood$____(2.6)
^Woodward$____(2.6)
^Woody$____(2.6)
^biological$____(2.6)
^biofuels$____(2.6)
^biography$____(2.6)
^biology$____(2.6)

^between$____(2.6)
^Network$____(2.6)
^Networks$____(2.6)
^BMW$____(2.5)
^uniform$____(2.5)
^uniforms$____(2.5)
^Leicester$____(2.5)
^Leicestershire$____(2.5)
^HBOS$____(2.5)
^HBO$____(2.5)

Filter 33 (bias = -0.54) #

N		g
W		-
B		j
K		m
Q		p
,		G
/		d
O		v
q		s
"		l
X		'
a		V
H		b
A		k
2		c
3		z
I		C
<BOS>		x
8		i
9		J

W		g
\194		U
"		P
:		C
o		r
x		k
X		)
(		A
Q		F
v		G
Y		R
S		n
N		Z
6		u
O		c
&		p
/		s
q		\195
		D
		z

Z		f
g		t
H		d
V		p
G		v
Y		P
A		s
w		,
X		F
4		x
1		o
3		S
7		'
2		O
L		l
n		T
5		-
M		e
h		k
0		I

f		g
F		u
x		T
B		G
N		Y
9		H
e		m
K		h
Q		y
6		D
8		U
X		A
W		c
5		i
,		z
2		C
q		-
7		1
b		d
S		l

^Norfolk$____(3.1)
^None$____(3.0)
^Nonetheless$____(3.0)
^Nobel$____(2.8)
^Nigeria$____(2.8)
^Nigerian$____(2.8)
^Nigel$____(2.8)
^Niger$____(2.8)
^Now$____(2.6)
^NW$____(2.3)

^Wolf$____(2.3)
^N.Y.$____(2.1)
^D-N.Y.$____(2.1)
^Winfrey$____(2.1)
^No.$____(2.0)
^together$____(2.0)
^altogether$____(2.0)
^Hogan$____(2.0)
^NBA$____(2.0)
^Kobe$____(2.0)

^Women$____(1.9)
^Newark$____(1.9)
^Algeria$____(1.9)
^Wagner$____(1.8)
^Together$____(1.8)
^However$____(1.8)
^WASHINGTON$____(1.8)
^When$____(1.8)
^Where$____(1.8)
^Whether$____(1.8)

^Wheeler$____(1.8)
^Nine$____(1.8)
^NYC$____(1.7)
^Nobody$____(1.7)
^Wigan$____(1.7)
^New$____(1.7)
^hydrogen$____(1.7)
^ATLANTA$____(1.7)
^Norway$____(1.7)
^Norwegian$____(1.7)