This page shows visualizations of some width-5 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 = -0.45) #

<BOS>		g
Q		z
N		U
X		c
"		A
M		d
e		l
W		i
9		G
f		C
F		p
8		s
6		h
q		m
^		u
7		y
\194		T
2		D
3		a
Z		L

j		k
-		f
7		p
J		B
g		t
Y		y
4		K
6		a
5		m
G		c
0		,
(		U
L		T
Z		r
\194		P
3		;
:		A
8		w
9		q
X		O

A		f
Z		v
X		u
G		-
L		s
g		t
Q		d
Y		x
V		k
/		e
C		E
7		F
5		'
K		T
1		o
l		j
n		i
H		U
2		M
		"

p		U
x		.
S		u
6		A
5		t
i		r
J		Z
Y		n
0		w
7		H
W		c
3		C
X		a
9		N
o		D
l		m
4		y
G		s
V		_
O		I

n		L
t		U
\194		y
W		G
I		r
v		b
w		E
i		g
M		s
$		a
X		h
,		A
5		d
6		u
-		z
q		\163
'		.
/		P
j		m
B		F

^LAS$____(2.5)
^VEGAS$____(2.5)
^acknowledging$____(2.4)
^pledging$____(2.4)
^regain$____(2.2)
^regained$____(2.2)
^fugitive$____(2.2)
^integrity$____(2.2)
^GAO$____(2.2)
^selling$____(2.1)

^telling$____(2.1)
^travelling$____(2.1)
^compelling$____(2.1)
^best-selling$____(2.1)
^satellite$____(2.1)
^satellites$____(2.1)
^reunited$____(2.0)
^three-month$____(2.0)
^DAX$____(2.0)
^Egypt$____(2.0)

^Egyptian$____(2.0)
^laptop$____(2.0)
^laptops$____(2.0)
^Mellon$____(2.0)
^750$____(2.0)
^three-point$____(1.9)
^gap$____(1.9)
^750,000$____(1.9)
^Oscar-winning$____(1.9)
^relax$____(1.9)

^gain$____(1.8)
^gains$____(1.8)
^gained$____(1.8)
^gaining$____(1.8)
^half-century$____(1.8)
^helping$____(1.7)
^Gap$____(1.7)
^7.6$____(1.7)
^700$____(1.7)
^450$____(1.7)

Filter 1 (bias = -0.47) #

.		E
n		k
d		S
-		f
Z		B
\194		O
/		K
C		F
D		U
c		e
7		T
X		s
l		r
1		i
q		t
g		P
L		b
'		R
6		p
^		M

S		u
f		d
K		D
O		v
V		.
;		c
W		q
i		a
,		?
M		T
F		-
3		z
X		0
Q		n
%		g
4		\195
5		U
p		1
s		A
Y		)

W		u
E		l
w		h
Q		d
2		p
X		n
K		D
S		r
"		P
5		-
4		T
O		k
Z		m
3		C
e		v
N		R
$		H
8		o
G		j
		i

D		m
d		b
I		f
C		o
7		x
1		w
2		-
Q		K
0		s
6		Y
8		l
\194		i
T		y
c		r
F		h
X		k
t		L
9		'
5		G
4		S

Q		p
U		l
V		t
"		o
R		D
Z		h
s		d
$		y
'		q
u		T
Y		e
\194		g
9		i
M		c
b		A
		n
		r
		1
		a
		O

^SEC$____(3.7)
^denied$____(2.8)
^accompanied$____(2.8)
^licensed$____(2.6)
^died$____(2.6)
^studied$____(2.6)
^birdied$____(2.6)
^engulfed$____(2.6)
^SEOUL$____(2.5)
^fed$____(2.4)

^linked$____(2.4)
^ranked$____(2.4)
^thanked$____(2.4)
^top-ranked$____(2.4)
^needs$____(2.4)
^Set$____(2.3)
^Security$____(2.2)
^Securities$____(2.2)
^need$____(2.2)
^newest$____(2.1)

^applied$____(2.1)
^rallied$____(2.1)
^replied$____(2.1)
^supplied$____(2.1)
^diets$____(2.0)
^Swiss$____(2.0)
^wanted$____(2.0)
^presented$____(2.0)
^appointed$____(2.0)
^pointed$____(2.0)

^granted$____(2.0)
^represented$____(2.0)
^disappointed$____(2.0)
^unprecedented$____(2.0)
^indeed$____(1.9)
^Indeed$____(1.9)
^HSBC$____(1.9)
^communist$____(1.9)
^Communist$____(1.9)
^columnist$____(1.9)

Filter 2 (bias = -0.61) #

A		v
.		f
/		p
Q		k
W		P
L		j
Y		J
H		-
N		x
Z		F
y		d
O		i
^		b
X		e
		0
		B
		T
		R
		9
		n

J		y
v		A
9		.
0		!
R		?
j		m
;		h
T		H
P		L
\194		a
B		U
-		s
X		g
6		n
7		\$
\195		/
I		(
V		Z
)		u
E		F

G		.
C		v
S		u
Q		q
p		B
Y		w
"		N
O		-
V		e
$		l
'		J
c		L
y		f
g		a
s		n
k		b
P		t
8		\195
		A
		o

.		p
v		E
\194		O
D		r
u		i
c		e
C		g
L		P
n		G
/		S
d		3
m		w
U		I
B		2
'		J
l		j
Z		K
z		f
t		\163
T		W

x		w
f		I
9		t
8		g
\194		A
b		O
F		E
6		z
h		p
"		T
v		r
V		i
Y		G
B		c
u		2
'		\163
L		e
M		_
7		a
m		D

^Aviv$____(5.6)
^vs.$____(5.0)
^Jr.$____(4.3)
^Jimmy$____(3.9)
^Abramovich$____(3.8)
^Jim$____(3.7)
^FARC$____(3.6)
^viable$____(3.6)
^viability$____(3.6)
^vivid$____(3.6)

^Avenue$____(3.5)
^LPGA$____(3.5)
^Gavin$____(3.4)
^David$____(3.3)
^OECD$____(3.3)
^Djokovic$____(3.3)
^Jankovic$____(3.3)
^Ivanovic$____(3.3)
^Richard$____(3.2)
^Richardson$____(3.2)

^Richards$____(3.2)
^Richmond$____(3.2)
^Rich$____(3.2)
^visual$____(3.2)
^vice$____(3.2)
^vice-president$____(3.2)
^Davidson$____(3.1)
^Jill$____(3.1)
^PGA$____(3.1)
^ABC$____(3.1)

^JPMorgan$____(3.1)
^village$____(3.1)
^villages$____(3.1)
^villagers$____(3.1)
^villa$____(3.1)
^Mervyn$____(3.1)
^ICC$____(3.0)
^Davydenko$____(3.0)
^vicious$____(3.0)
^lavish$____(3.0)

Filter 3 (bias = -0.48) #

A		-
t		P
N		m
.		b
S		f
/		J
Q		u
W		p
O		k
,		v
c		d
5		i
\194		\195
I		V
C		j
o		M
^		U
w		x
a		'
		R

R		t
J		p
9		F
N		g
\195		h
Y		y
Z		d
-		i
b		C
K		c
&		S
u		A
"		j
o		e
Q		D
B		,
U		l
:		\$
z		f
?		m

z		f
R		y
U		h
G		m
E		p
Q		n
s		t
9		F
Y		H
I		q
J		e
"		x
2		M
8		i
$		k
0		j
Z		r
7		.
O		l
\194		,

y		b
M		k
,		g
W		z
K		R
D		r
f		.
6		V
O		Y
5		A
2		l
e		\195
3		s
1		a
N		v
4		-
F		'
/		u
H		U
8		G

Q		m
d		k
7		B
2		T
8		b
I		z
1		t
6		g
X		v
3		l
"		A
9		c
4		o
W		M
H		S
q		Y
$		s
/		f
N		G
5		U

^JERUSALEM$____(3.3)
^PARIS$____(3.2)
^KABUL$____(2.9)
^AZUZ$____(2.9)
^accused$____(2.9)
^focused$____(2.9)
^Arsenal$____(2.7)
^Arsene$____(2.7)
^housed$____(2.7)
^used$____(2.6)

^caused$____(2.5)
^fantasy$____(2.5)
^Australia$____(2.5)
^Australian$____(2.5)
^Austria$____(2.5)
^Austrian$____(2.5)
^ANGELES$____(2.4)
^ISLAMABAD$____(2.3)
^NEW$____(2.3)
^unused$____(2.3)

^closed$____(2.3)
^disclosed$____(2.3)
^undisclosed$____(2.3)
^endorsed$____(2.3)
^study$____(2.2)
^Study$____(2.2)
^diagnosed$____(2.2)
^captured$____(2.2)
^featured$____(2.2)
^tortured$____(2.2)

^manufactured$____(2.2)
^fractured$____(2.2)
^structured$____(2.2)
^pictured$____(2.2)
^excuse$____(2.2)
^accuse$____(2.2)
^Syracuse$____(2.2)
^custody$____(2.1)
^Austin$____(2.1)
^Ray$____(2.1)

Filter 4 (bias = -0.37) #

F		w
7		z
S		o
4		-
6		U
8		m
Q		u
C		T
5		\195
j		O
h		v
V		K
\194		G
X		r
x		J
H		E
9		a
,		p
L		i
^		b

R		p
&		f
Y		y
U		e
z		i
L		w
u		x
J		t
D		m
9		W
\194		h
Q		F
l		g
\195		n
Z		\$
0		k
7		q
(		?
)		\163
/		c

T		f
Q		x
H		o
"		L
q		s
k		l
E		n
X		K
\163		m
I		,
r		5
t		S
W		z
g		/
v		a
Y		A
D		p
e		y
$		J
u		i

w		D
K		c
W		j
m		d
U		C
a		0
f		v
y		\194
B		g
b		l
i		7
H		t
Z		h
P		F
k		.
O		S
\195		5
r		T
E		R
X		x

Q		i
X		-
\194		u
Y		k
8		y
7		f
L		g
9		w
"		p
/		m
6		H
l		s
$		n
5		t
0		e
K		h
N		r
D		U
		P
		d

^Real$____(3.0)
^Really$____(3.0)
^FRANCISCO$____(2.9)
^injury$____(2.8)
^jury$____(2.8)
^Form$____(2.7)
^Farm$____(2.6)
^luxury$____(2.5)
^Reform$____(2.4)
^Ray$____(2.3)

^Cuba$____(2.3)
^Dem$____(2.3)
^400m$____(2.3)
^Ashley$____(2.3)
^500m$____(2.2)
^Club$____(2.2)
^Rep.$____(2.2)
^Rail$____(2.2)
^flew$____(2.1)
^YOU$____(2.1)

^Remember$____(2.1)
^UAW$____(2.1)
^Surely$____(2.1)
^Sure$____(2.1)
^TEHRAN$____(2.1)
^Law$____(2.1)
^procedural$____(2.1)
^Deal$____(2.1)
^U.K.$____(2.1)
^utility$____(2.1)

^utilities$____(2.1)
^CCTV$____(2.1)
^fury$____(2.0)
^Slam$____(2.0)
^MOSCOW$____(2.0)
^Reading$____(2.0)
^Read$____(2.0)
^duty$____(2.0)
^ATP$____(2.0)
^Hubble$____(2.0)

Filter 5 (bias = -0.49) #

k		-
C		f
Q		m
R		y
I		o
V		L
<BOS>		w
P		e
Y		.
T		M
7		u
\194		E
X		s
9		x
B		h
"		N
r		K
p		J
z		l
0		d

K		g
8		-
f		u
6		t
X		E
B		w
P		.
F		T
,		j
9		r
Q		h
/		v
7		z
Z		s
5		o
L		c
x		?
V		G
3		A
;		i

U		p
Y		0
Q		e
u		w
"		j
'		5
R		J
H		2
m		o
k		c
$		g
b		v
/		n
\194		D
		E
		1
		d
		i
		x
		G

U		w
y		p
u		f
H		-
D		j
L		k
8		o
d		t
Q		i
"		l
1		J
h		g
Z		n
7		v
6		S
a		'
4		z
/		m
		b
		x

-		F
o		B
R		A
J		f
g		L
G		t
O		k
Y		a
u		h
d		x
\195		U
$		y
I		m
j		K
r		,
'		c
1		b
i		C
z		N
"		e

^Blu-ray$____(4.1)
^Secretary-General$____(3.8)
^19th-century$____(3.5)
^cash-strapped$____(3.4)
^play-off$____(3.4)
^day-to-day$____(3.2)
^record-breaking$____(3.2)
^Budget$____(3.0)
^hard-line$____(2.9)
^pre-tax$____(2.9)

^sub-prime$____(2.8)
^mid-1990s$____(2.7)
^prime-time$____(2.7)
^Coca-Cola$____(2.6)
^Buy$____(2.5)
^Buddhist$____(2.5)
^KABUL$____(2.4)
^third-quarter$____(2.4)
^third-party$____(2.4)
^third-largest$____(2.4)

^Wal-Mart$____(2.4)
^part-time$____(2.4)
^run-up$____(2.4)
^run-off$____(2.4)
^old-fashioned$____(2.4)
^pro-democracy$____(2.4)
^forward-looking$____(2.3)
^award-winning$____(2.3)
^cross-border$____(2.2)
^buyout$____(2.2)

^fixed-rate$____(2.2)
^health-care$____(2.1)
^Port-au-Prince$____(2.1)
^start-up$____(2.0)
^same-sex$____(2.0)
^same-store$____(2.0)
^man-made$____(2.0)
^working-class$____(2.0)
^Judge$____(1.9)
^York-based$____(1.9)

Filter 6 (bias = -0.51) #

<BOS>		g
Q		h
\194		i
"		H
X		r
W		u
K		-
8		j
9		m
6		A
/		n
^		p
v		y
N		k
		J
		w
		l
		\195
		1
		b

m		E
r		s
/		v
P		x
;		e
C		-
Q		w
X		4
K		2
Y		u
y		g
H		5
l		)
'		0
!		d
n		j
p		S
A		h
M		3
k		\$

Q		o
2		l
W		h
a		r
E		m
X		i
I		j
8		Y
Z		p
6		g
"		J
.		-
U		M
d		f
9		R
w		T
\194		k
\163		O
4		y
7		S

a		n
U		g
z		j
E		M
T		'
L		-
d		V
B		C
O		Z
K		r
D		k
A		h
l		H
W		F
v		R
I		m
t		c
,		$
\163		4
2		.

W		r
X		k
\194		f
6		b
5		P
$		s
Q		U
8		l
"		u
Z		p
/		R
4		\195
M		F
2		a
7		m
1		-
9		A
		j
		E
		J

^mad$____(3.0)
^CIT$____(2.8)
^AZUZ$____(2.8)
^reach$____(2.7)
^reached$____(2.7)
^reaction$____(2.7)
^reaching$____(2.7)
^Brad$____(2.7)
^Peace$____(2.6)
^CEO$____(2.6)

^rat$____(2.5)
^Cal$____(2.5)
^Pat$____(2.4)
^CIA$____(2.4)
^Andrea$____(2.4)
^Tea$____(2.4)
^red$____(2.4)
^CITY$____(2.4)
^Had$____(2.4)
^area$____(2.3)

^means$____(2.3)
^mean$____(2.3)
^meant$____(2.3)
^meaning$____(2.3)
^Juarez$____(2.3)
^Gomez$____(2.3)
^pad$____(2.3)
^Mad$____(2.3)
^crazy$____(2.3)
^Korea$____(2.3)

^match$____(2.2)
^matches$____(2.2)
^matched$____(2.2)
^matching$____(2.2)
^lazy$____(2.2)
^tea$____(2.2)
^map$____(2.1)
^peace$____(2.1)
^peaceful$____(2.1)
^peacekeepers$____(2.1)

Filter 7 (bias = -0.48) #

t		9
k		8
s		0
m		J
f		6
'		7
S		5
A		1
i		3
.		Z
U		D
g		X
a		K
p		2
r		L
F		N
u		G
I		o
w		4
-		<EOS>

?		p
.		T
!		P
(		v
Z		0
u		i
Q		l
N		J
:		D
s		j
w		B
r		;
'		6
&		d
\$		t
y		1
U		5
-		z
A		k
/		K

A		f
I		m
a		F
z		M
U		v
1		'
2		x
\195		j
3		-
Y		c
O		.
R		e
K		y
H		h
L		g
J		k
B		d
,		b
7		t
l		S

Q		y
\194		m
S		c
$		p
"		w
7		a
Y		f
R		U
I		g
X		L
		h
		u
		n
		b
		A
		_
		T
		B
		e
		v

Z		p
M		d
G		v
Y		q
K		t
S		l
V		-
U		I
/		P
Q		a
3		T
$		f
4		x
L		i
"		k
s		e
8		j
y		\163
		D
		n

^extra$____(2.9)
^orchestra$____(2.9)
^Orchestra$____(2.9)
^4.1$____(2.9)
^NASA$____(2.9)
^4.2$____(2.8)
^NASCAR$____(2.8)
^PARIS$____(2.8)
^2.1$____(2.8)
^2.2$____(2.7)

^actual$____(2.7)
^virtual$____(2.7)
^intellectual$____(2.7)
^mutual$____(2.7)
^3.1$____(2.7)
^1.1$____(2.7)
^5.1$____(2.7)
^1.25$____(2.7)
^3.2$____(2.6)
^6.1$____(2.6)

^1.2$____(2.6)
^5.2$____(2.6)
^7.2$____(2.6)
^6.2$____(2.6)
^Massa$____(2.6)
^Melissa$____(2.6)
^Vanessa$____(2.6)
^Basra$____(2.5)
^4.3$____(2.5)
^0.1$____(2.5)

^0.2$____(2.5)
^AAA$____(2.5)
^central$____(2.4)
^Central$____(2.4)
^neutral$____(2.4)
^2.3$____(2.4)
^Nicaragua$____(2.4)
^Antigua$____(2.4)
^FAA$____(2.3)
^usual$____(2.3)

Filter 8 (bias = -0.68) #

/		k
A		x
l		f
I		p
L		b
D		v
<BOS>		F
N		m
O		y
o		h
.		P
z		V
5		B
^		c
Q		'
<EOS>		e
		\163
		i
		"
		q

z		b
C		f
G		B
&		h
g		F
s		x
-		q
c		e
R		m
D		k
I		W
0		H
o		;
d		M
1		y
O		v
n		\$
U		N
5		X
2		a

x		k
\194		g
6		y
7		r
9		T
8		m
5		t
l		p
L		w
v		c
Q		O
4		M
X		U
d		i
"		G
0		P
J		A
.		E
/		K
Y		\163

a		j
A		S
z		f
L		F
B		r
U		e
Z		p
.		O
w		M
q		t
W		P
b		-
v		'
n		E
X		g
/		k
Y		y
\195		s
6		R
1		\163

v		i
\194		f
Q		y
"		H
c		p
.		A
X		P
0		,
9		s
q		L
$		m
T		F
z		l
8		r
D		S
W		h
'		n
Y		O
d		U
b		K

^slavery$____(4.6)
^slave$____(4.6)
^slaves$____(4.6)
^Chavez$____(4.4)
^enclave$____(4.3)
^glaciers$____(3.5)
^Clive$____(3.3)
^full-back$____(3.2)
^Asda$____(3.2)
^Convention$____(3.2)

^Coach$____(3.0)
^Mousavi$____(3.0)
^unavailable$____(3.0)
^savvy$____(3.0)
^canvas$____(2.9)
^back-to-back$____(2.9)
^U.S.-backed$____(2.8)
^gloves$____(2.8)
^glove$____(2.8)
^short-lived$____(2.7)

^Endeavour$____(2.7)
^salvage$____(2.7)
^convicted$____(2.7)
^convention$____(2.7)
^conversation$____(2.7)
^convinced$____(2.7)
^snacks$____(2.7)
^snack$____(2.7)
^olive$____(2.7)
^Oliver$____(2.6)

^coach$____(2.6)
^coaches$____(2.6)
^coaching$____(2.6)
^coached$____(2.6)
^Place$____(2.6)
^glad$____(2.6)
^solve$____(2.5)
^solved$____(2.5)
^solving$____(2.5)
^Doha$____(2.5)

Filter 9 (bias = -0.35) #

f		Y
F		q
s		1
<BOS>		h
S		H
e		T
j		g
E		i
K		u
L		p
M		a
5		W
N		v
,		k
l		c
t		y
Q		0
P		n
.		\195
m		o

y		v
H		b
d		g
/		J
D		j
,		w
!		k
Q		E
(		V
1		z
?		x
:		-
L		G
C		)
N		s
P		B
U		S
\$		0
&		e
8		i

-		c
J		A
w		D
v		t
b		F
V		S
W		y
9		C
X		h
Z		d
i		L
B		g
Y		.
M		r
\195		O
6		s
k		l
m		,
u		T
q		\163

"		d
Q		g
X		l
M		.
W		-
V		A
\194		n
Y		a
B		u
9		p
$		L
K		z
S		s
8		D
6		y
k		o
4		c
		h
		_
		w

Q		g
X		j
W		E
/		b
Z		s
n		v
N		e
$		k
\194		l
8		T
9		p
6		d
K		f
3		h
7		u
5		F
2		m
		t
		r
		x

^best-known$____(3.3)
^FOX$____(2.2)
^1-3$____(2.2)
^symbol$____(2.2)
^symbolic$____(2.2)
^symbols$____(2.2)
^save$____(2.2)
^saw$____(2.2)
^oversaw$____(2.2)
^Warsaw$____(2.2)

^Save$____(2.2)
^SUV$____(2.1)
^Kyi$____(2.1)
^friends$____(2.0)
^friend$____(2.0)
^friendly$____(2.0)
^girlfriend$____(2.0)
^fake$____(2.0)
^Friends$____(2.0)
^fame$____(2.0)

^ingredients$____(2.0)
^ingredient$____(2.0)
^Fame$____(2.0)
^7-6$____(2.0)
^five$____(1.9)
^heaven$____(1.9)
^Five$____(1.9)
^U.S.-backed$____(1.9)
^leave$____(1.9)
^sub$____(1.9)

^sank$____(1.8)
^jaw$____(1.8)
^1-2$____(1.8)
^few$____(1.8)
^curfew$____(1.8)
^3-6$____(1.8)
^Few$____(1.8)
^Punjab$____(1.8)
^well-known$____(1.8)
^6-4$____(1.8)

Filter 10 (bias = -0.50) #

X		-
<BOS>		f
Y		u
Q		s
7		y
l		c
6		w
\194		n
V		r
L		o
5		'
^		k
/		g
A		d
B		.
W		v
4		m
0		x
8		p
J		t

D		k
.		U
e		i
d		Y
j		V
t		b
\$		B
-		R
(		;
F		m
N		%
c		s
E		a
\194		)
X		P
l		H
q		h
\163		G
?		u
I		\195

Q		p
X		g
Z		h
V		y
B		i
\194		o
b		j
/		-
W		r
K		t
z		d
$		T
"		c
.		u
9		O
U		D
6		e
L		f
8		1
		H

I		.
T		m
H		s
r		z
P		-
t		x
k		w
p		L
F		c
Q		v
q		U
j		G
7		Z
1		o
X		u
O		b
e		g
i		'
,		n
R		a

O		q
S		n
M		d
K		A
o		a
m		1
s		g
f		D
"		C
Y		h
W		H
'		I
$		0
U		c
G		7
E		p
-		v
/		.
		2
		F

^LeBron$____(3.4)
^Years$____(3.3)
^Year$____(3.0)
^Darfur$____(2.9)
^DVDs$____(2.8)
^DUP$____(2.8)
^leaks$____(2.8)
^celebrity$____(2.8)
^celebrities$____(2.8)
^Celebrity$____(2.8)

^clear$____(2.7)
^nuclear$____(2.7)
^unclear$____(2.7)
^Nuclear$____(2.7)
^Dakota$____(2.7)
^earmarked$____(2.7)
^earmarks$____(2.7)
^ears$____(2.6)
^nuclear-armed$____(2.6)
^Bears$____(2.6)

^DVD$____(2.5)
^leak$____(2.5)
^bleak$____(2.5)
^Daimler$____(2.4)
^leap$____(2.4)
^ear$____(2.4)
^FBI$____(2.3)
^Darwin$____(2.3)
^Yeah$____(2.3)
^clearing$____(2.3)

^Bear$____(2.3)
^milestone$____(2.2)
^Charleston$____(2.2)
^Sears$____(2.2)
^NATO$____(2.2)
^eat$____(2.1)
^cleared$____(2.1)
^clearer$____(2.1)
^dollars$____(2.1)
^Lewis$____(2.1)

Filter 11 (bias = -0.54) #

Q		v
X		x
Z		g
/		h
P		k
M		b
6		c
8		t
3		o
K		.
^		p
"		q
2		a
H		w
<BOS>		l
U		-
7		A
L		B
4		z
1		r

U		x
u		F
m		S
H		p
T		f
Y		\$
;		e
M		j
-		h
R		c
Z		5
&		g
z		0
/		N
)		q
\195		l
P		.
i		n
!		b
"		7

B		-
V		g
n		G
k		E
\194		d
6		r
,		.
9		O
X		s
W		p
C		y
H		\163
K		z
5		e
M		o
4		c
F		u
/		j
N		D
7		w

.		i
-		k
Q		p
b		T
l		C
L		1
N		t
'		B
"		h
/		y
r		c
\194		4
u		H
$		F
\195		P
R		0
		,
		3
		5
		2

-		A
'		U
9		t
o		T
"		F
n		L
J		D
W		B
$		c
\194		z
x		_
3		a
R		E
7		y
		C
		k
		l
		S
		m
		K

^UBS$____(4.5)
^HBO$____(3.7)
^Unlike$____(3.6)
^undoubtedly$____(3.6)
^unanimously$____(3.5)
^unanimous$____(3.5)
^unanswered$____(3.5)
^unlikely$____(3.5)
^unlike$____(3.5)
^unlimited$____(3.5)

^mid-1990s$____(3.5)
^fund-raising$____(3.4)
^RBI$____(3.3)
^unaware$____(3.3)
^unavailable$____(3.2)
^unauthorized$____(3.2)
^undisclosed$____(3.1)
^Unless$____(3.1)
^unbeaten$____(3.1)
^unbelievable$____(3.1)

^unsuccessful$____(3.1)
^unsure$____(3.1)
^unsuccessfully$____(3.1)
^unsustainable$____(3.1)
^Unfortunately$____(3.1)
^unless$____(3.0)
^unleashed$____(3.0)
^unexpected$____(3.0)
^unexpectedly$____(3.0)
^'Brien$____(3.0)

^RBS$____(3.0)
^unfortunate$____(3.0)
^unfortunately$____(3.0)
^unrest$____(3.0)
^unrelated$____(3.0)
^unrealistic$____(3.0)
^unofficial$____(2.9)
^TB$____(2.9)
^Quinn$____(2.9)
^unwilling$____(2.9)

Filter 12 (bias = -0.51) #

<BOS>		y
s		L
\194		p
"		n
Q		m
S		D
R		A
'		r
W		K
E		f
Y		l
^		h
I		P
v		c
k		Z
		g
		H
		e
		q
		\195

N		v
L		k
K		g
y		p
O		T
(		j
/		-
\$		b
,		V
U		i
f		)
3		0
8		q
o		C
%		t
&		z
S		c
Q		d
:		'
E		l

7		o
4		y
2		O
I		m
V		f
6		K
Q		M
q		T
X		c
9		p
Z		t
a		r
8		G
H		S
5		D
b		l
1		-
W		z
\194		'
n		s

Y		v
H		c
A		d
V		w
l		-
r		.
S		x
Q		f
R		z
7		o
X		u
L		D
h		e
j		t
i		\163
3		T
4		y
/		E
P		a
		0

V		D
v		t
k		y
b		r
Y		A
W		O
9		d
Z		L
B		l
'		c
J		e
\194		F
x		.
-		o
6		N
i		p
"		E
w		T
X		S
4		\163

^NHS$____(3.2)
^Salvador$____(3.1)
^NBA$____(3.1)
^Kirk$____(3.0)
^Kirkuk$____(3.0)
^NHL$____(3.0)
^Sarkozy$____(2.9)
^salvage$____(2.9)
^Falkirk$____(2.8)
^Lanka$____(2.8)

^Lankan$____(2.8)
^soaring$____(2.7)
^MSNBC$____(2.7)
^LAS$____(2.7)
^Lambert$____(2.7)
^NFL$____(2.7)
^Nikkei$____(2.6)
^soar$____(2.6)
^Walker$____(2.6)
^Walk$____(2.6)

^ANGELES$____(2.6)
^BERLIN$____(2.5)
^University$____(2.5)
^Universal$____(2.5)
^Latvia$____(2.5)
^necessarily$____(2.5)
^Mark$____(2.4)
^Market$____(2.4)
^Markets$____(2.4)
^Marks$____(2.4)

^Marketing$____(2.4)
^Karzai$____(2.4)
^Online$____(2.4)
^Service$____(2.4)
^Services$____(2.4)
^dismissal$____(2.4)
^NFC$____(2.3)
^Silver$____(2.3)
^Silva$____(2.3)
^Silvio$____(2.3)

Filter 13 (bias = -0.58) #

M		x
T		a
<BOS>		f
Y		F
G		p
m		n
X		h
O		d
Z		A
"		,
\194		q
^		s
W		r
-		b
D		l
w		P
J		L
z		I
V		B
K		y

d		k
e		R
D		r
t		n
E		U
S		B
\$		Z
6		u
l		C
O		b
\194		Y
j		A
p		\195
X		V
F		)
f		?
W		H
\163		g
5		w
:		J

z		-
U		j
m		i
.		h
c		x
A		e
L		3
D		4
/		f
Z		p
T		E
C		J
K		S
G		7
B		2
Q		9
\194		1
t		F
l		H
M		5

8		p
N		T
Z		k
9		i
F		t
6		z
n		l
7		g
Q		m
4		O
5		G
3		Y
2		r
.		b
X		S
/		A
M		P
L		o
"		s
\194		-

\194		w
"		b
Q		g
D		J
$		E
d		A
T		r
/		n
c		e
C		\195
y		i
'		j
W		B
O		k
X		f
t		a
,		-
Y		s
8		_
		Z

^ATLANTA$____(4.0)
^Tech$____(3.7)
^6.8$____(3.7)
^SAN$____(3.5)
^5.8$____(3.5)
^2.8$____(3.4)
^6.6$____(3.3)
^homemade$____(3.2)
^5.9$____(3.2)
^6.7$____(3.2)

^0.8$____(3.1)
^4.8$____(3.1)
^Tenn$____(3.1)
^6.4$____(3.1)
^2.9$____(3.1)
^5.6$____(3.0)
^6.5$____(3.0)
^DAX$____(3.0)
^Hamdan$____(3.0)
^Macy$____(3.0)

^EDF$____(3.0)
^2.6$____(2.9)
^6.3$____(2.9)
^5.7$____(2.9)
^6.2$____(2.9)
^memo$____(2.9)
^SEOUL$____(2.9)
^1.8$____(2.9)
^5.4$____(2.8)
^2.7$____(2.8)

^5.5$____(2.8)
^mean$____(2.8)
^Mets$____(2.8)
^Time$____(2.8)
^3.8$____(2.8)
^0.9$____(2.8)
^4.9$____(2.7)
^2.4$____(2.7)
^7.6$____(2.7)
^2.5$____(2.7)

Filter 14 (bias = -0.47) #

X		p
7		y
h		f
\194		U
6		O
Y		P
V		r
4		c
<BOS>		o
5		K
x		t
L		k
H		z
l		s
.		T
b		m
q		,
Q		C
8		w
9		i

S		v
G		B
O		k
s		u
Q		H
"		n
&		q
E		T
\$		i
8		m
5		w
(		J
:		t
F		b
7		\195
!		a
'		)
		h
		M
		1

k		-
A		d
V		D
B		o
Q		u
C		f
W		l
Z		j
b		P
Y		J
q		e
a		O
H		m
X		y
n		L
w		p
4		E
h		v
N		s
$		T

y		l
M		v
Q		J
c		i
"		a
K		x
r		-
O		z
f		0
m		I
'		b
N		d
/		g
F		2
$		1
Z		6
C		q
t		7
D		u
.		5

i		.
k		x
Y		d
V		N
m		L
C		v
H		e
p		E
P		a
T		D
t		c
M		8
O		q
'		u
$		F
S		9
,		0
I		\163
W		-
		o

^Skype$____(4.4)
^Sky$____(4.3)
^sky$____(3.7)
^saying$____(3.6)
^Say$____(3.3)
^Sarkozy$____(3.3)
^Safina$____(3.3)
^SAN$____(3.2)
^HSBC$____(3.0)
^GAO$____(2.8)

^Gay$____(2.8)
^sacked$____(2.8)
^sack$____(2.8)
^sacks$____(2.8)
^risky$____(2.7)
^say$____(2.7)
^'Brien$____(2.7)
^shrinking$____(2.6)
^shrink$____(2.6)
^shrine$____(2.6)

^SAP$____(2.6)
^Strip$____(2.5)
^shy$____(2.5)
^hybrid$____(2.5)
^hybrids$____(2.5)
^shaky$____(2.5)
^Similarly$____(2.5)
^Similar$____(2.5)
^paying$____(2.4)
^laying$____(2.4)

^Sam$____(2.4)
^subscribers$____(2.4)
^subscription$____(2.4)
^Sotheby$____(2.4)
^Sheikh$____(2.3)
^Sheila$____(2.3)
^birthday$____(2.3)
^Anthony$____(2.3)
^Symphony$____(2.3)
^hearing$____(2.3)

Filter 15 (bias = -0.51) #

Q		-
C		v
A		f
Z		p
/		x
U		o
V		d
^		e
5		q
X		m
Y		u
S		b
7		h
G		i
<BOS>		y
4		r
L		T
		J
		k
		w

I		F
-		S
q		h
!		f
d		s
p		L
Q		M
X		m
?		%
P		x
;		j
2		y
\195		A
1		B
a		\$
z		5
W		4
w		U
v		K
:		l

Z		p
X		o
L		O
6		g
M		c
Q		x
H		y
B		i
/		S
F		G
.		r
\194		h
V		s
D		k
7		-
N		f
J		'
2		R
9		C
q		z

j		y
l		c
S		U
Y		k
J		T
-		p
g		C
E		P
V		t
7		f
b		d
5		D
G		n
L		m
4		v
X		,
Q		a
\194		B
.		u
s		K

y		R
c		J
x		u
g		-
p		I
.		\195
m		E
h		r
n		U
F		T
Z		P
C		O
W		Y
5		o
V		z
w		l
A		j
f		9
4		N
X		B

^26-year-old$____(3.5)
^16-year-old$____(3.5)
^AIDS$____(3.4)
^Welcome$____(3.2)
^welcome$____(3.2)
^welcomed$____(3.2)
^welcoming$____(3.2)
^rely$____(3.1)
^relying$____(3.1)
^27-year-old$____(3.1)

^ally$____(3.1)
^17-year-old$____(3.1)
^Sally$____(3.0)
^22-year-old$____(3.0)
^12-year-old$____(3.0)
^29-year-old$____(3.0)
^19-year-old$____(2.9)
^28-year-old$____(2.9)
^24-year-old$____(2.9)
^18-year-old$____(2.9)

^14-year-old$____(2.9)
^Analysts$____(2.9)
^Analysis$____(2.9)
^25-year-old$____(2.8)
^15-year-old$____(2.8)
^described$____(2.8)
^describe$____(2.8)
^describes$____(2.8)
^describing$____(2.8)
^Inspector$____(2.8)

^Insp$____(2.8)
^IAEA$____(2.7)
^36-year-old$____(2.6)
^Walcott$____(2.6)
^CITY$____(2.6)
^Sadly$____(2.5)
^palm$____(2.5)
^Cable$____(2.5)
^July$____(2.5)
^webcast$____(2.5)

Filter 16 (bias = -0.72) #

<BOS>		c
m		g
X		w
Q		E
/		0
\194		x
M		A
l		p
-		k
L		h
"		C
Y		a
^		G
		o
		n
		s
		2
		5
		i
		1

8		m
9		t
7		-
6		w
3		k
1		.
5		s
4		g
2		z
X		'
0		l
N		v
Q		f
Z		u
"		b
D		T
K		i
L		A
\$		U
(		%

K		g
,		.
o		b
B		-
U		d
O		m
R		j
N		e
3		h
9		q
5		\163
i		v
f		r
/		p
s		l
C		V
S		x
W		X
I		F
1		c

d		g
,		b
y		w
6		z
W		G
1		m
8		k
H		-
"		J
Q		.
7		r
\194		V
2		c
4		j
F		\195
3		A
D		Z
X		R
I		v
/		l

k		D
b		d
h		o
B		O
x		-
V		/
F		c
r		1
A		z
a		G
q		K
f		y
S		M
H		2
Y		0
g		5
R		6
i		L
p		\194
'		$

^13th$____(4.0)
^Rodham$____(3.9)
^19th$____(3.9)
^19th-century$____(3.9)
^15th$____(3.9)
^Nothing$____(3.7)
^83$____(3.6)
^11th$____(3.6)
^12th$____(3.6)
^Hopkins$____(3.6)

^60th$____(3.6)
^89$____(3.5)
^30th$____(3.5)
^18th$____(3.5)
^14th$____(3.5)
^85$____(3.5)
^16th$____(3.5)
^25th$____(3.5)
^1964$____(3.4)
^Rodriguez$____(3.4)

^Cadbury$____(3.4)
^1984$____(3.3)
^Dodgers$____(3.3)
^Dodge$____(3.3)
^10th$____(3.3)
^81$____(3.3)
^50th$____(3.3)
^82$____(3.3)
^Diamondbacks$____(3.3)
^1969$____(3.2)

^80,000$____(3.2)
^40th$____(3.2)
^17th$____(3.2)
^75,000$____(3.2)
^49ers$____(3.2)
^Lodge$____(3.2)
^Look$____(3.2)
^Looking$____(3.2)
^1967$____(3.2)
^1974$____(3.2)

Filter 17 (bias = -0.64) #

2		m
8		h
3		b
9		l
U		t
1		.
K		g
G		k
5		v
I		j
O		q
R		T
Q		x
C		f
z		e
Z		H
7		r
6		-
P		A
4		M

E		m
e		n
"		V
\$		Z
r		z
D		i
t		C
T		K
j		B
(		p
N		A
\163		k
d		l
u		U
O		b
-		%
S		w
Q		L
h		!
?		a

C		E
n		h
P		S
Z		j
z		e
I		g
/		o
U		x
p		F
X		s
Q		r
'		O
k		u
,		4
K		-
V		N
m		J
\194		Y
d		L
a		G

t		G
f		L
N		d
e		z
W		U
S		D
E		m
F		g
B		Z
w		P
q		C
Q		l
k		u
I		1
"		Y
O		\195
,		0
M		J
r		-
j		p

\194		f
Q		r
"		n
$		o
'		J
X		N
Y		y
.		B
W		p
V		K
		i
		w
		\195
		e
		P
		h
		_
		H
		3
		F

^Kent$____(4.6)
^Gene$____(4.3)
^sent$____(4.2)
^present$____(4.2)
^represent$____(4.2)
^consent$____(4.2)
^Arsene$____(3.9)
^ECB$____(3.8)
^President$____(3.7)
^president$____(3.7)

^incident$____(3.7)
^independent$____(3.7)
^student$____(3.7)
^accident$____(3.7)
^Geneva$____(3.7)
^percent$____(3.6)
^cent$____(3.6)
^recent$____(3.6)
^innocent$____(3.6)
^SOURCE$____(3.5)

^Gen.$____(3.4)
^represents$____(3.3)
^presents$____(3.3)
^scene$____(3.3)
^went$____(3.3)
^underwent$____(3.3)
^worsened$____(3.2)
^Gone$____(3.2)
^seat$____(3.2)
^permanent$____(3.2)

^prominent$____(3.2)
^opponent$____(3.2)
^continent$____(3.2)
^component$____(3.2)
^sect$____(3.2)
^FRANCISCO$____(3.1)
^ESPN$____(3.0)
^zone$____(3.0)
^eurozone$____(3.0)
^Zone$____(3.0)

Filter 18 (bias = -0.33) #

S		k
s		T
N		m
o		p
3		b
5		P
<BOS>		v
4		g
8		c
O		B
"		z
9		t
W		V
-		C
E		D
Q		r
7		A
x		q
,		U
6		\195

X		t
V		s
b		o
Z		i
Q		O
M		,
Y		p
!		I
6		U
?		f
7		d
)		u
8		y
\194		a
L		S
"		z
9		-
m		%
.		C
:		c

t		-
S		b
O		x
A		v
T		u
D		J
,		\195
/		q
C		r
M		n
Q		R
$		9
K		a
F		f
5		p
W		d
		k
		P
		h
		o

p		B
g		v
I		u
G		U
O		x
P		N
r		M
d		L
i		\194
2		f
1		h
\163		R
y		o
-		9
X		.
Q		b
e		F
w		m
E		J
7		Y

H		c
U		x
W		f
Z		j
X		F
i		S
1		o
Y		r
2		'
m		.
a		t
w		v
L		s
6		C
u		g
3		p
K		-
/		e
T		h
A		n

^bypass$____(3.8)
^bipartisan$____(3.5)
^obtained$____(3.3)
^obtain$____(3.3)
^obtaining$____(3.3)
^begin$____(3.0)
^beginning$____(3.0)
^begins$____(3.0)
^BAGHDAD$____(2.8)
^Vegas$____(2.8)

^began$____(2.7)
^output$____(2.6)
^begun$____(2.6)
^espionage$____(2.5)
^conspiracy$____(2.5)
^conspiring$____(2.5)
^mortgage$____(2.4)
^mortgages$____(2.4)
^Mortgage$____(2.4)
^mortgage-backed$____(2.4)

^shipments$____(2.4)
^shipment$____(2.4)
^Verizon$____(2.4)
^VEGAS$____(2.3)
^Ossetia$____(2.3)
^big$____(2.3)
^empire$____(2.3)
^Vogue$____(2.3)
^bogus$____(2.3)
^problems$____(2.2)

^problem$____(2.2)
^problematic$____(2.2)
^October$____(2.2)
^sober$____(2.2)
^Vermont$____(2.2)
^NYSE$____(2.1)
^contributed$____(2.1)
^contributions$____(2.1)
^contribution$____(2.1)
^contribute$____(2.1)

Filter 19 (bias = -0.70) #

<BOS>		y
R		m
V		e
j		L
k		H
S		D
Y		d
C		f
s		h
'		a
\194		q
z		M
J		.
9		N
7		K
I		u
Q		T
l		W
<EOS>		\163
0		p

X		g
W		c
Q		s
N		G
I		h
2		u
q		k
6		o
:		C
B		m
H		p
/		y
(		z
Z		-
7		'
K		v
9		S
5		x
3		d
4		R

O		k
K		C
E		n
X		u
G		F
J		h
o		A
W		c
e		U
2		'
3		s
p		t
6		R
-		.
5		B
l		H
0		v
w		a
L		x
"		b

T		g
M		A
D		n
v		a
"		s
N		i
K		I
o		w
e		C
f		z
\194		-
B		V
O		Z
t		b
W		l
F		p
c		U
8		k
E		H
S		.

h		w
x		k
L		I
o		t
S		-
8		r
5		b
y		m
Y		P
6		z
7		T
4		q
3		v
G		\195
1		e
0		n
9		U
D		B
\194		'
,		V

^Nothing$____(4.5)
^Netherlands$____(4.3)
^Boehner$____(4.2)
^NOT$____(4.1)
^WASHINGTON$____(4.0)
^Both$____(4.0)
^26th$____(3.9)
^Beth$____(3.8)
^Bethesda$____(3.8)
^25th$____(3.8)

^20th$____(3.7)
^Saleh$____(3.7)
^60th$____(3.6)
^With$____(3.5)
^Without$____(3.5)
^Within$____(3.5)
^27th$____(3.4)
^Xbox$____(3.4)
^Before$____(3.3)
^24th$____(3.3)

^nothing$____(3.3)
^ANGELES$____(3.2)
^Nicholas$____(3.2)
^Nicholson$____(3.2)
^Nichols$____(3.2)
^Lothian$____(3.2)
^like-for-like$____(3.2)
^50th$____(3.1)
^30th$____(3.1)
^40th$____(3.1)

^Woods$____(3.0)
^Wood$____(3.0)
^Woodward$____(3.0)
^Woody$____(3.0)
^12th$____(3.0)
^Mother$____(3.0)
^Noel$____(3.0)
^Bloomberg$____(3.0)
^Blood$____(3.0)
^Beyond$____(2.9)

Filter 20 (bias = -0.50) #

P		h
d		x
D		B
U		o
Q		S
-		f
I		W
<BOS>		w
Z		N
z		A
R		i
G		t
C		q
X		a
u		v
\195		5
r		4
^		n
/		,
"		k

(		k
.		P
&		p
?		-
O		v
y		f
L		i
A		J
W		n
N		j
S		b
G		;
Q		I
E		V
"		)
c		R
/		\195
\$		d
o		'
!		m

i		U
H		.
W		s
X		b
V		f
I		u
1		L
Y		x
4		a
n		r
5		F
j		E
t		d
C		z
g		y
$		N
2		c
\194		R
6		\195
7		\163

B		p
W		g
t		G
q		j
N		P
a		-
Q		x
T		J
U		S
w		l
.		i
\194		h
I		d
v		f
A		y
"		0
u		r
/		F
$		s
H		o

Y		c
l		y
R		t
J		v
r		d
Q		m
L		w
7		s
X		k
\195		f
N		u
9		T
b		U
o		F
/		e
K		i
V		p
3		M
8		C
O		\163

^crucial$____(3.6)
^commercial$____(3.4)
^commercials$____(3.4)
^Commercial$____(3.4)
^commercially$____(3.4)
^Giuliani$____(3.2)
^Donald$____(3.2)
^McDonald$____(3.2)
^Popular$____(3.0)
^Lithuania$____(2.8)

^independently$____(2.8)
^Analysts$____(2.8)
^Analysis$____(2.8)
^Ronaldo$____(2.8)
^Ronald$____(2.8)
^frontline$____(2.8)
^All-Star$____(2.8)
^With$____(2.8)
^Without$____(2.8)
^Within$____(2.8)

^Detroit$____(2.8)
^Hitler$____(2.8)
^D.C.$____(2.7)
^Stalin$____(2.6)
^title$____(2.6)
^titles$____(2.6)
^titled$____(2.6)
^Either$____(2.6)
^Witnesses$____(2.6)
^hit$____(2.6)

^controversial$____(2.6)
^Antonio$____(2.6)
^adopt$____(2.6)
^Control$____(2.6)
^special$____(2.5)
^especially$____(2.5)
^specialist$____(2.5)
^Special$____(2.5)
^Dmitry$____(2.5)
^Garcia$____(2.5)

Filter 21 (bias = -0.55) #

W		-
h		P
X		s
H		R
q		d
A		f
B		o
4		p
w		'
V		r
e		U
b		C
Y		z
g		u
E		O
M		\195
Z		,
T		n
6		l
2		I

F		z
f		T
V		o
M		D
e		c
X		O
Z		G
\$		d
4		U
6		A
j		l
x		p
b		R
Q		g
:		u
W		t
'		r
n		0
m		a
5		Y

a		j
B		-
W		f
X		M
Q		o
Y		y
z		g
b		e
V		r
9		F
\194		t
q		s
6		m
U		c
A		S
7		u
2		D
8		O
Z		n
"		'

6		r
4		y
J		p
V		c
v		O
5		D
\194		o
9		g
i		P
B		.
W		\163
2		t
7		G
3		d
u		T
Y		f
s		C
w		N
Z		A
H		K

V		t
G		H
x		u
g		T
s		o
b		N
S		r
5		y
j		q
F		A
Z		B
6		D
7		h
8		,
z		U
4		n
X		I
E		R
p		\195
Q		O

^Vauxhall$____(3.0)
^heaven$____(3.0)
^Vaughan$____(2.9)
^Fans$____(2.7)
^false$____(2.7)
^falsely$____(2.7)
^Massachusetts$____(2.7)
^Mass$____(2.7)
^Massa$____(2.7)
^Renaissance$____(2.6)

^fans$____(2.6)
^heads$____(2.5)
^warheads$____(2.5)
^beans$____(2.5)
^Mavericks$____(2.3)
^fascinating$____(2.3)
^reveals$____(2.2)
^bass$____(2.2)
^Limbaugh$____(2.2)
^Netflix$____(2.2)

^Flight$____(2.1)
^waist$____(2.1)
^heavily$____(2.1)
^heavier$____(2.1)
^steals$____(2.1)
^Weiss$____(2.1)
^upheaval$____(2.1)
^Webber$____(2.1)
^flight$____(2.1)
^flights$____(2.1)

^heal$____(2.0)
^signals$____(2.0)
^Falcons$____(2.0)
^default$____(2.0)
^defaults$____(2.0)
^Abbas$____(2.0)
^ambassador$____(2.0)
^embassy$____(2.0)
^Embassy$____(2.0)
^Ambassador$____(2.0)

Filter 22 (bias = -0.45) #

L		-
K		v
Y		k
S		n
A		p
X		c
Q		t
/		j
O		d
W		u
G		g
U		'
8		C
5		q
6		r
Z		I
3		w
"		T
y		R
4		i

f		D
x		T
-		A
'		c
b		U
V		u
:		g
9		d
;		y
n		t
p		H
K		L
J		h
W		G
w		z
X		1
Q		C
N		)
B		0
6		E

5		m
4		p
7		v
3		z
6		k
F		-
8		.
9		b
2		a
j		c
Z		T
J		'
X		t
M		y
N		g
H		r
1		d
L		o
V		x
S		u

b		y
q		O
Y		o
k		f
h		D
V		s
Q		K
x		M
B		m
v		w
7		t
X		c
9		-
"		G
a		U
\194		d
R		z
H		,
W		e
r		L

c		I
y		j
o		l
v		P
m		H
"		J
M		r
G		F
W		e
'		7
K		E
z		A
Y		\195
\194		d
x		2
.		q
$		i
U		-
O		L
C		1

^webcast$____(3.6)
^Lisbon$____(3.0)
^lifeboat$____(2.8)
^beach$____(2.7)
^beaches$____(2.7)
^fence$____(2.6)
^fences$____(2.6)
^peace$____(2.5)
^peaceful$____(2.5)
^peacekeepers$____(2.5)

^peacekeeping$____(2.5)
^peacefully$____(2.5)
^fraction$____(2.5)
^fractured$____(2.5)
^fracture$____(2.5)
^Beach$____(2.4)
^onboard$____(2.4)
^hijacked$____(2.4)
^rebounds$____(2.3)
^rebound$____(2.3)

^rebounded$____(2.3)
^LeBron$____(2.3)
^forces$____(2.3)
^force$____(2.3)
^forced$____(2.3)
^forcing$____(2.3)
^percent$____(2.3)
^percentage$____(2.3)
^perceived$____(2.3)
^perception$____(2.3)

^perceptions$____(2.3)
^Kercher$____(2.3)
^Peace$____(2.3)
^impeachment$____(2.2)
^fluctuations$____(2.2)
^exercise$____(2.2)
^exercises$____(2.2)
^exercising$____(2.2)
^exercised$____(2.2)
^Asia-Pacific$____(2.2)

Filter 23 (bias = -0.45) #

g		x
H		f
Z		B
Y		p
-		v
<BOS>		a
j		k
M		c
X		o
^		b
Q		K
G		q
V		N
/		F
		,
		P
		r
		y
		9
		h

x		g
8		E
N		T
n		m
9		j
\194		k
5		r
(		%
6		P
W		b
,		U
o		i
7		z
/		-
\$		t
c		G
"		;
Q		l
C		e
?		J

C		-
D		w
d		v
Q		g
/		J
,		E
F		b
L		o
y		k
8		j
7		u
P		i
1		M
6		e
A		m
X		T
\194		Y
H		r
I		\195
5		R

x		D
f		r
S		H
W		d
K		I
B		g
v		C
b		u
s		1
m		T
o		A
w		R
V		n
5		P
6		c
\194		\195
"		t
,		y
9		q
'		Z

d		v
1		B
p		M
P		k
7		b
y		t
2		f
H		w
6		.
3		N
G		T
D		m
C		o
8		u
i		'
I		R
L		E
5		j
4		S
,		e

^windfall$____(2.9)
^McCoy$____(2.9)
^NASDAQ$____(2.9)
^NASCAR$____(2.9)
^Nasdaq$____(2.7)
^dragonfly.$____(2.7)
^WASHINGTON$____(2.6)
^anxiety$____(2.5)
^anxious$____(2.5)
^MySpace$____(2.5)

^NASA$____(2.5)
^adopted$____(2.5)
^adopt$____(2.5)
^adoption$____(2.5)
^adopting$____(2.5)
^Baghdad$____(2.5)
^BCS$____(2.5)
^enjoyed$____(2.5)
^wounded$____(2.4)
^founded$____(2.4)

^funded$____(2.4)
^surrounded$____(2.4)
^sounded$____(2.4)
^rounded$____(2.4)
^Navy$____(2.4)
^McConnell$____(2.4)
^navy$____(2.4)
^Independent$____(2.3)
^Independence$____(2.3)
^Wasps$____(2.3)

^taxpayers$____(2.2)
^taxpayer$____(2.2)
^golf$____(2.2)
^advice$____(2.2)
^adviser$____(2.2)
^advisers$____(2.2)
^advised$____(2.2)
^NHS$____(2.2)
^reminded$____(2.2)
^navigation$____(2.1)

Filter 24 (bias = -0.46) #

W		j
K		u
O		k
X		g
"		F
2		t
Q		s
8		R
3		C
y		r
6		-
p		l
,		n
o		.
1		v
5		m
^		b
a		A
/		h
N		D

k		G
s		o
R		l
u		m
F		D
Q		L
I		c
U		g
"		K
H		z
\$		0
'		p
(		T
:		J
S		%
;		M
4		w
,		O
f		X
r		y

f		g
K		u
x		T
L		i
X		E
l		I
/		t
B		H
\194		k
m		1
F		w
Q		-
6		d
b		r
N		c
8		\163
M		U
V		h
5		A
9		2

w		x
.		p
Z		h
I		f
n		v
A		P
/		k
Q		y
N		S
X		T
2		d
$		i
H		o
		F
		b
		Y
		G
		c
		s
		0

h		z
F		m
7		w
4		v
S		c
H		T
8		K
3		U
6		-
j		o
5		t
x		G
9		.
Q		M
1		k
N		p
L		g
,		'
2		\195
R		O

^Oklahoma$____(3.6)
^Walsh$____(2.8)
^BERLIN$____(2.8)
^YORK$____(2.7)
^Rowe$____(2.7)
^RBIs$____(2.5)
^Walter$____(2.5)
^Walters$____(2.5)
^RBI$____(2.5)
^breakfast$____(2.4)

^FBI$____(2.4)
^always$____(2.4)
^nowhere$____(2.3)
^Walt$____(2.3)
^Off$____(2.3)
^Kumar$____(2.3)
^SEOUL$____(2.2)
^However$____(2.2)
^offshore$____(2.2)
^Iowa$____(2.2)

^Offer$____(2.2)
^Welsh$____(2.1)
^unwilling$____(2.1)
^Warwickshire$____(2.1)
^Waxman$____(2.1)
^Wayne$____(2.1)
^Kuznetsova$____(2.1)
^If$____(2.1)
^Afghanistan$____(2.1)
^Afghan$____(2.1)

^Afghans$____(2.1)
^Wales$____(2.0)
^unwanted$____(2.0)
^Tyson$____(2.0)
^railway$____(2.0)
^How$____(2.0)
^Wiltshire$____(2.0)
^Thompson$____(2.0)
^Simpson$____(2.0)
^seasoned$____(2.0)

Filter 25 (bias = -0.50) #

m		h
<BOS>		r
z		x
M		q
t		n
T		H
K		a
w		N
E		R
U		1
v		7
s		8
j		u
G		y
V		9
O		o
X		.
e		3
D		d
S		A

K		d
B		g
f		1
M		D
N		h
o		C
;		c
W		p
O		!
S		y
J		u
w		G
X		)
"		a
/		H
Q		A
\194		?
,		\163
9		7
R		0

A		f
z		x
I		o
t		-
Q		M
w		J
g		F
.		h
T		y
a		u
c		j
X		P
W		m
q		3
C		9
E		8
\163		n
2		L
U		K
G		i

R		.
J		c
Y		g
9		y
P		t
Q		m
3		d
\195		e
7		h
V		v
I		w
"		A
r		x
$		a
K		D
X		F
8		\163
		p
		L
		E

h		p
Y		z
H		O
u		t
4		P
9		I
6		c
x		r
\194		G
W		g
8		D
V		s
"		d
Z		l
7		C
M		K
q		E
b		T
B		w
X		A

^left-hander$____(3.7)
^Stockholm$____(3.5)
^stockholders$____(3.5)
^BAGHDAD$____(3.4)
^BERLIN$____(3.1)
^McQueen$____(3.1)
^motivated$____(3.0)
^automotive$____(3.0)
^motive$____(3.0)
^motivation$____(3.0)

^motives$____(3.0)
^Automotive$____(3.0)
^McChrystal$____(2.8)
^GMAC$____(2.7)
^Kashmir$____(2.7)
^warheads$____(2.6)
^Bashir$____(2.6)
^WASHINGTON$____(2.6)
^Manhattan$____(2.6)
^Barbara$____(2.6)

^Barber$____(2.6)
^SAP$____(2.5)
^mock$____(2.5)
^fashion$____(2.5)
^fashionable$____(2.5)
^Kabul$____(2.5)
^N.J.$____(2.5)
^N.Y.$____(2.4)
^promoting$____(2.4)
^Lockheed$____(2.4)

^Emmanuel$____(2.4)
^Nashville$____(2.3)
^Nash$____(2.3)
^fabulous$____(2.3)
^Bar$____(2.3)
^follow-up$____(2.3)
^demographic$____(2.3)
^Netflix$____(2.3)
^antitrust$____(2.2)
^glamorous$____(2.2)

Filter 26 (bias = -0.43) #

t		6
r		L
k		J
.		0
w		8
'		D
I		4
n		1
A		9
<BOS>		5
C		G
Q		3
f		7
a		Y
-		h
g		v
q		2
p		x
N		d
s		X

N		i
Z		h
Q		m
?		v
n		T
!		k
8		Y
(		S
r		t
9		p
/		-
X		g
I		l
K		x
.		s
2		u
&		%
D		j
\$		;
7		o

K		g
B		c
P		w
L		-
X		t
J		.
U		s
9		n
8		C
Y		j
Q		p
"		d
N		i
M		'
6		h
\195		A
b		v
R		I
/		S
f		z

X		c
Q		.
W		z
"		n
4		m
3		d
7		U
V		o
E		D
Y		s
S		u
9		C
H		-
6		l
8		A
2		t
e		v
F		w
j		L
$		a

m		1
l		c
Y		d
Q		p
/		n
S		x
V		v
.		h
$		0
z		y
L		q
A		8
X		9
b		2
M		D
		C
		3
		7
		4
		F

^AZUZ$____(2.5)
^'Neill$____(2.5)
^ANGELES$____(2.5)
^rebels$____(2.4)
^rebel$____(2.4)
^rebellion$____(2.4)
^true$____(2.4)
^stalemate$____(2.4)
^stability$____(2.3)
^profitability$____(2.3)

^accountability$____(2.3)
^instability$____(2.3)
^stabilize$____(2.3)
^Accountability$____(2.3)
^remember$____(2.3)
^remembered$____(2.3)
^remembers$____(2.3)
^vulnerability$____(2.2)
^memorabilia$____(2.2)
^trail$____(2.2)

^trailed$____(2.2)
^trailing$____(2.2)
^trailer$____(2.2)
^trails$____(2.2)
^rarely$____(2.2)
^NHS$____(2.2)
^tree$____(2.2)
^AIDS$____(2.1)
^CBS$____(2.1)
^Rockefeller$____(2.1)

^extremely$____(2.1)
^CNN$____(2.1)
^knee$____(2.0)
^NYSE$____(2.0)
^CNBC$____(2.0)
^RBS$____(2.0)
^trees$____(2.0)
^scrambling$____(2.0)
^scrambled$____(2.0)
^scramble$____(2.0)

Filter 27 (bias = -0.75) #

<BOS>		y
V		t
Z		p
X		f
Y		c
7		T
J		U
6		k
j		O
4		a
5		d
\194		P
-		,
9		\163
l		r
Q		s
^		o
<EOS>		K
L		E
H		F

Q		v
I		g
r		j
A		-
R		x
N		e
&		)
/		m
,		h
(		0
;		G
U		E
:		M
C		d
O		c
a		J
K		i
B		w
P		b
!		4

\194		f
Y		r
A		F
W		-
z		P
l		e
T		y
X		b
/		p
t		j
$		k
5		M
0		u
6		m
D		s
I		x
Q		E
		'
		R
		J

D		f
G		x
d		B
c		m
1		F
O		k
z		b
r		V
R		S
P		v
0		M
C		h
y		w
o		t
\195		W
T		i
U		e
I		j
p		s
g		'

d		h
P		N
z		w
p		o
l		H
Q		r
D		M
\194		u
m		B
X		n
U		g
C		R
s		J
L		q
'		3
6		E
/		k
I		4
G		Y
$		i

^Roddick$____(4.3)
^Cardiff$____(3.5)
^Cardinals$____(3.5)
^Cardinal$____(3.5)
^Rudd$____(3.5)
^BEIJING$____(3.4)
^Kidd$____(3.3)
^Rhode$____(3.3)
^AIG$____(3.3)
^al-Qaeda$____(3.1)

^Al-Qaeda$____(3.1)
^Airport$____(3.1)
^Jazz$____(3.1)
^rapper$____(3.1)
^AIDS$____(3.1)
^al-Qaida$____(3.1)
^radar$____(3.1)
^Conrad$____(2.9)
^NYC$____(2.9)
^Atomic$____(2.9)

^Hiddink$____(2.9)
^toddler$____(2.9)
^Qaeda$____(2.9)
^Girardi$____(2.8)
^Airlines$____(2.8)
^Hard$____(2.8)
^Hardy$____(2.8)
^ladder$____(2.8)
^Aids$____(2.8)
^Nadal$____(2.8)

^Bird$____(2.8)
^railroad$____(2.8)
^rid$____(2.8)
^hybrids$____(2.8)
^random$____(2.8)
^randomly$____(2.8)
^ripped$____(2.8)
^ATP$____(2.8)
^road$____(2.8)
^roads$____(2.8)