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🐛Bug for common_vocab #51

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Hannibal046 opened this issue May 2, 2022 · 6 comments
Open

🐛Bug for common_vocab #51

Hannibal046 opened this issue May 2, 2022 · 6 comments

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@Hannibal046
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Hannibal046 commented May 2, 2022 •
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Hi, I encounter the same problem as in #10.
And I found the reason why 2 examples are filtered is that the obj_label are 1970s and 1990s. And in common_vocab_cased.txt generated by vocab_intersection.py, there are no 1970s and 1990s.

236: {"masked_sentences": ["Income inequality began to increase in the US in the [MASK]."], "obj_label": "1970s", "id": "57287b322ca10214002da3bf_0", "sub_label": "Squad"}
206: {"masked_sentences": ["The perception of Genghis Khan in Mongolia brightened in the [MASK]."], "obj_label": "1990s", "id": "5727404b708984140094db59_0", "sub_label": "Squad"}
@Hannibal046
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Ok, I see. The provided common_vocab_cased.txt does have 1990s and 1970s . So I think the problem probably lies in the vocab_intersection.py ?

@Hannibal046
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This is my common_vocab_cased.txt:

%
&
+
000
01
02
03
05
06
07
08
09
10
100
1000
100th
101
103
104
105
106
107
108
109
10th
11
110
1100
111
112
113
115
116
117
118
119
11th
12
120
1200
121
122
123
124
125
126
127
128
129
12th
13
1300
131
132
133
134
135
136
137
138
139
13th
14
140
1400
141
142
143
144
145
146
147
148
149
14th
15
150
1500
151
152
153
154
155
156
157
158
159
15th
16
160
1600
161
162
1620
163
164
1640
1642
1644
1648
165
1650
166
1660
1661
167
168
1680
1688
1689
169
1690
16th
17
170
1700
171
1710
1715
172
1720
173
1730
174
1740
1745
1746
1747
1748
1749
175
1750
1751
1752
1753
1754
1755
1756
1757
1758
1759
176
1760
1761
1762
1763
1764
1765
1766
1767
1768
1769
177
1770
1771
1772
1773
1774
1775
1776
1777
1778
1779
178
1780
1781
1782
1783
1784
1785
1786
1787
1788
1789
1790
1791
1792
1793
1794
1795
1796
1797
1798
1799
17th
18
180
1800
1801
1802
1803
1804
1805
1806
1807
1808
1809
181
1810
1811
1812
1813
1814
1815
1816
1817
1818
1819
182
1820
1821
1822
1823
1824
1825
1826
1827
1828
1829
183
1830
1831
1832
1833
1834
1835
1836
1837
1838
1839
184
1840
1840s
1841
1842
1843
1844
1845
1846
1847
1848
1849
185
1850
1850s
1851
1852
1853
1854
1855
1856
1857
1858
1859
186
1860
1861
1862
1863
1864
1865
1866
1867
1868
1869
187
1870
1871
1872
1873
1874
1875
1876
1877
1878
1879
1880
1881
1882
1883
1884
1885
1886
1887
1888
1889
189
1890
1890s
1891
1892
1893
1894
1895
1896
1897
1898
1899
18th
19
190
1900
1901
1902
1903
1904
1905
1906
1907
1908
1909
191
1910
1911
1912
1913
1914
1915
1916
1917
1918
1919
192
1920
1921
1922
1923
1924
1925
1926
1927
1928
1929
193
1930
1930s
1931
1932
1933
1934
1935
1936
1937
1938
1939
194
1940
1941
1942
1943
1944
1945
1946
1947
1948
1949
195
1950
1950s
1951
1952
1953
1954
1955
1956
1957
1958
1959
196
1960
1960s
1961
1962
1963
1964
1965
1966
1967
1968
1969
197
1970
1971
1972
1973
1974
1975
1976
1977
1978
1979
198
1980
1980s
1981
1982
1983
1984
1985
1986
1987
1988
1989
199
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
19th
1A
1st
20
200
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
201
2010
2011
2012
2013
2014
2015
2016
2017
2018
2019
202
2020
203
204
205
206
207
208
209
20th
21
210
211
212
213
214
215
216
217
218
219
21st
22
220
221
222
223
224
225
226
227
228
229
23
230
231
232
233
234
235
236
237
238
239
23rd
24
240
241
242
243
244
245
246
247
248
249
24th
25
250
251
252
253
254
255
256
257
258
25th
26
260
262
264
265
26th
27
270
272
275
27th
28
280
281
285
286
287
288
28th
290
295
29th
2D
2nd
30
300
3000
301
302
303
304
305
306
307
308
30th
31
310
311
312
313
315
316
31st
32
320
321
322
325
32nd
33
330
333
335
33rd
34
340
345
34th
350
35th
36
360
365
36th
37
370
375
37th
38
380
385
38th
39
390
395
39th
3D
3rd
40
400
4000
401
404
405
40th
41
410
415
41st
42
420
425
42nd
43
430
435
44
440
45
450
45th
46
460
47
470
48
480
49
490
49ers
4th
50
500
5000
50th
51
510
520
530
550
56
57
570
580
5th
6
60
600
60s
60th
61
610
62
620
625
63
630
64
640
65
650
66
660
67
68
680
69
6th
70
700
70s
71
72
73
75
77
78
79
7th
8
80
800
802
80s
81
82
83
84
85
850
86
87
88
89
8th
9
90
900
90s
91
911
92
93
94
95
950
96
97
978
98
99
9th
<
>
A
A1
A2
AA
AAA
AB
ABA
ABC
ABS
AC
ACC
ACT
AD
AFB
AFC
AFL
AG
AHL
AI
AIDS
AJ
AK
AL
AM
AMC
AN
AND
AP
API
AR
ARIA
AS
AT
ATP
AU
Aaron
Abbas
Abbey
Abbot
Abbott
Abby
Abd
Abdul
Abdullah
Abe
Abel
Aberdeen
Abigail
Aboriginal
About
Above
Abraham
Abrams
Absolutely
Abu
Academic
Academy
Access
According
Accordingly
Accounting
Ace
Achievement
Achilles
Acoustic
Across
Act
Acting
Action
Active
Activities
Actor
Actors
Actress
Acts
Actually
Ad
Ada
Adam
Adams
Addison
Additional
Additionally
Adelaide
Adele
Aden
Adler
Administration
Administrative
Administrator
Admiral
Admiralty
Adobe
Adolf
Adrian
Adriatic
Adult
Adults
Advance
Advanced
Advancement
Advances
Adventure
Adventures
Advertising
Advisor
Advisory
Advocate
Aero
Aerospace
Affair
Affairs
Afghan
Afghanistan
Africa
African
Africans
Afro
After
Afterward
Afterwards
Again
Against
Agatha
Age
Agency
Agent
Agents
Ages
Agnes
Agreement
Agricultural
Agriculture
Ah
Ahead
Ahmad
Ahmed
Ai
Aid
Aidan
Aiden
Ain
Air
Airborne
Airbus
Aircraft
Aires
Airfield
Airlines
Airport
Airways
Ajax
Akbar
Akira
Akron
Al
Alabama
Alain
Alan
Alaska
Alba
Albania
Albanian
Albany
Albert
Alberta
Alberto
Albion
Album
Albums
Albuquerque
Alec
Alejandro
Aleksandr
Aleppo
Alessandro
Alex
Alexander
Alexandra
Alexandre
Alexandria
Alexei
Alexia
Alexis
Alfa
Alfonso
Alfred
Alfredo
Algeria
Algerian
Algiers
Ali
Alice
Alicia
Alien
Alison
Alistair
Alive
All
Allah
Allan
Allegheny
Allen
Alley
Alliance
Allie
Allied
Allies
Allison
Allmusic
Ally
Alma
Almost
Alone
Along
Alongside
Alonso
Alpha
Alpine
Alps
Already
Alright
Also
Alt
Alternate
Alternative
Alternatively
Although
Alto
Alumni
Alvarez
Alvin
Always
Alzheimer
Am
Amanda
Amar
Amateur
Amazing
Amazon
Ambassador
Amber
Ambrose
Ambulance
Amelia
Amendment
America
American
Americans
Americas
Ames
Amherst
Amiga
Amir
Amnesty
Among
Amongst
Amor
Amos
Amsterdam
Amtrak
Amy
An
Ana
Anaheim
Analysis
Anand
Anastasia
Anatolia
Anatomy
Ancient
And
Anders
Andersen
Anderson
Andes
Andhra
Andre
Andrea
Andreas
Andrei
Andrew
Andrews
Android
Andy
Ang
Angel
Angela
Angeles
Angelica
Angelina
Angelo
Angels
Anger
Angie
Anglia
Anglican
Anglo
Angola
Angry
Angus
Animal
Animals
Animated
Animation
Anita
Ankara
Ann
Anna
Annabelle
Annals
Annapolis
Anne
Annette
Annie
Anniversary
Annual
Another
Answer
Antarctic
Antarctica
Anthology
Anthony
Anthropology
Anti
Antioch
Antoine
Anton
Antonio
Antony
Antrim
Antwerp
Any
Anya
Anyone
Anything
Anyway
Apache
Apart
Apocalypse
Apollo
Apostles
Apostolic
Appalachian
Apparently
Appeal
Appeals
Appearance
Appearances
Apple
Application
Applications
Applied
Appointed
Approximately
Apr
April
Aquino
Ara
Arab
Arabia
Arabian
Arabic
Arabs
Aragon
Arbor
Arc
Arcade
Arch
Archaeological
Archaeology
Archbishop
Archdiocese
Archer
Archibald
Archie
Archipelago
Architect
Architects
Architectural
Architecture
Archive
Archived
Archives
Arctic
Are
Area
Areas
Aren
Arena
Ares
Argentina
Argentine
Ari
Aria
Ariel
Aristotle
Arizona
Ark
Arkansas
Arlington
Arm
Armagh
Armand
Armed
Armenia
Armenian
Armenians
Armored
Armoured
Arms
Armstrong
Army
Arnold
Around
Arrow
Arroyo
Arsenal
Art
Arte
Artemis
Arthur
Article
Articles
Artillery
Artist
Artistic
Artists
Arts
Arturo
As
Ascension
Ash
Ashe
Asher
Ashes
Ashland
Ashley
Ashton
Asia
Asian
Asiatic
Aside
Ask
Aspen
Assam
Assault
Assembly
Assessment
Assistance
Assistant
Associate
Associated
Associates
Association
Assyrian
Aston
Astronomical
Astros
Asylum
At
Atari
Athena
Athens
Athletic
Athletics
Atkins
Atkinson
Atlanta
Atlantic
Atlantis
Atlas
Atomic
Attack
Attendance
Attorney
Au
Aubrey
Auburn
Auckland
Audi
Audience
Audio
Auditorium
Audrey
Aug
Augsburg
August
Augusta
Auguste
Augustine
Augustus
Aunt
Aurora
Auschwitz
Austen
Austin
Australia
Australian
Australians
Austria
Austrian
Austro
Author
Authority
Auto
Automatic
Automobile
Autonomous
Autumn
Auxiliary
Ava
Avalon
Ave
Avengers
Avenue
Average
Avery
Aviation
Aviv
Avon
Award
Awards
Away
Axel
Axis
Aye
Azerbaijan
Azerbaijani
Aziz
B
BA
BAFTA
BBC
BC
BCE
BMG
BMW
BP
BR
BS
BT
BWV
BYU
Ba
Baba
Babe
Babu
Baby
Babylon
Bach
Bachelor
Back
Background
Bacon
Bad
Baden
Baghdad
Bahadur
Bahamas
Bahn
Bahrain
Bai
Bailey
Baird
Baja
Baker
Baku
Baldwin
Bali
Balkan
Balkans
Ball
Ballad
Ballard
Ballet
Baltic
Baltimore
Ban
Band
Bang
Bangalore
Bangkok
Bangladesh
Bangladeshi
Bangor
Bank
Banking
Banks
Banner
Baptist
Baptiste
Bar
Barack
Barbados
Barbara
Barber
Barbie
Barcelona
Barclay
Bari
Barker
Barlow
Barnard
Barnes
Barnett
Barney
Baron
Baroness
Baronet
Baroque
Barr
Barracks
Barrett
Barron
Barrow
Barry
Bart
Bartholomew
Bartlett
Barton
Base
Baseball
Based
Basel
Basic
Basil
Basilica
Basin
Basketball
Basque
Bass
Bat
Bates
Bath
Bathurst
Batman
Baton
Battalion
Battery
Battle
Bauer
Bavaria
Bavarian
Baxter
Bay
Bayern
Baylor
Be
Beach
Beacon
Bean
Bear
Beard
Bears
Beast
Beat
Beatles
Beatrice
Beau
Beaufort
Beaumont
Beautiful
Beauty
Beaux
Beaver
Because
Becca
Beck
Becker
Beckett
Becky
Bed
Bedford
Bee
Been
Beer
Beethoven
Before
Beginning
Behind
Beijing
Being
Beirut
Bel
Belarus
Belarusian
Belfast
Belgian
Belgium
Belgrade
Believe
Belinda
Belize
Bell
Bella
Belle
Bells
Belmont
Below
Belt
Ben
Bend
Beneath
Benedict
Benedictine
Bengal
Bengali
Bengals
Benin
Benito
Benjamin
Bennett
Benny
Benson
Bentley
Benton
Benz
Berg
Bergen
Berger
Bergman
Berkeley
Berkshire
Berlin
Bermuda
Bern
Bernard
Bernardino
Bernardo
Bernhard
Bernie
Bernstein
Berry
Bert
Bertie
Bertrand
Beside
Besides
Best
Bet
Beta
Beth
Bethany
Bethel
Bethlehem
Betsy
Better
Betty
Between
Beverly
Bey
Beyond
Bharatiya
Bhutan
Bianca
Bible
Biblical
Biennale
Big
Bihar
Bill
Billboard
Billie
Bills
Billy
Bin
Bing
Bingham
Biography
Biological
Biology
Birch
Bird
Birds
Birmingham
Birth
Birthday
Bishop
Bishops
Bismarck
Bit
Black
Blackburn
Blackpool
Blacks
Blackwell
Blade
Blaine
Blair
Blake
Blanc
Blanche
Blanco
Blaze
Blessed
Blind
Bliss
Bloc
Block
Blood
Bloody
Bloom
Bloomberg
Blu
Blue
Blues
Bluff
Bo
Board
Boat
Bob
Bobby
Boca
Body
Boeing
Boer
Bohemia
Bohemian
Bois
Boise
Bold
Bolivia
Bollywood
Bologna
Bolshevik
Bolton
Bomb
Bombardment
Bombay
Bomber
Bon
Bonaparte
Bond
Bone
Bones
Bonn
Bonnie
Bonus
Boogie
Book
Booker
Books
Boom
Boone
Booth
Boots
Bordeaux
Border
Borders
Boris
Born
Borneo
Borough
Bose
Bosnia
Bosnian
Boss
Boston
Botanical
Both
Botswana
Bottom
Boulder
Boulevard
Bourbon
Bourne
Bournemouth
Bow
Bowen
Bowie
Bowl
Bowling
Bowman
Box
Boxing
Boy
Boyd
Boyer
Boyle
Boys
Brad
Bradford
Bradley
Bradshaw
Brady
Bragg
Brain
Bram
Branch
Brand
Brandenburg
Brandon
Brandt
Brasil
Brass
Bratislava
Braun
Brave
Braves
Bravo
Bray
Brazil
Brazilian
Break
Breakfast
Breaking
Bree
Bremen
Brenda
Brendan
Brennan
Brent
Brest
Breton
Brett
Breuning
Brewer
Brewers
Brewery
Brewster
Brian
Brick
Bride
Bridge
Bridges
Bridget
Brien
Brigade
Brigadier
Briggs
Brigham
Bright
Brighton
Bring
Brisbane
Bristol
Britain
Britannia
British
Brittany
Broad
Broadcast
Broadcasting
Broadway
Brock
Brody
Broken
Broncos
Bronx
Bronze
Brook
Brooke
Brooklyn
Brooks
Bros
Brother
Brotherhood
Brothers
Brown
Browne
Browning
Browns
Bruce
Bruins
Brunei
Bruno
Brunswick
Brussels
Bryan
Bryant
Bryce
Bryn
Bubba
Buccaneers
Buchanan
Bucharest
Buck
Buckingham
Buckinghamshire
Buckley
Bucks
Bud
Budapest
Buddha
Buddhism
Buddhist
Buddy
Budget
Buenos
Buffalo
Buffy
Bugs
Building
Buildings
Built
Bulgaria
Bulgarian
Bull
Bulldogs
Bulletin
Bulls
Bundesliga
Bunny
Bureau
Burger
Burgess
Burgundy
Burke
Burkina
Burlington
Burma
Burmese
Burn
Burnett
Burning
Burnley
Burns
Burr
Burt
Burton
Bury
Bus
Busch
Bush
Business
Buster
But
Butch
Butcher
Butler
Butterfly
Buy
Buzz
By
Bye
Byrd
Byrne
Byron
Byzantine
C
CA
CB
CBC
CBE
CBN
CBS
CC
CD
CDP
CDs
CE
CEO
CF
CFL
CH
CIA
CNN
CO
CONCACAF
CP
CPU
CR
CS
CSI
CT
CW
Cabinet
Cable
Cade
Caden
Cadet
Cadillac
Caesar
Cafe
Cage
Cain
Caine
Cairns
Cairo
Cal
Calais
Calcutta
Calder
Caldwell
Cale
Caleb
Caledonia
Calendar
Calgary
Calhoun
California
Call
Called
Callie
Calling
Callum
Calvert
Calvin
Cam
Cambodia
Cambodian
Cambridge
Cambridgeshire
Camden
Came
Camera
Cameron
Cameroon
Camille
Camp
Campaign
Campbell
Campeonato
Campo
Campus
Can
Canada
Canadian
Canadians
Canadiens
Canal
Canary
Canberra
Cancer
Candace
Candy
Cannes
Cannon
Canon
Canterbury
Canton
Cantonese
Canyon
Cao
Cap
Cape
Capital
Capitol
Capt
Captain
Car
Cara
Caracas
Carbon
Card
Cardiff
Cardinal
Cardinals
Care
Career
Carey
Caribbean
Carl
Carla
Carleton
Carlisle
Carlo
Carlos
Carlson
Carlton
Carly
Carmel
Carmen
Carmichael
Carmine
Carnegie
Carnival
Carol
Carole
Carolina
Caroline
Carolyn
Carpenter
Carr
Carrie
Carrier
Carroll
Cars
Carson
Carter
Carthage
Cartoon
Carver
Cary
Casa
Casablanca
Cascade
Case
Casey
Cash
Casimir
Casino
Casper
Cass
Cassandra
Cassidy
Cassie
Cast
Castile
Castillo
Castle
Castro
Cat
Catalan
Catalina
Catalogue
Catalonia
Catch
Category
Cathedral
Catherine
Catholic
Catholicism
Catholics
Cathy
Cats
Caucasian
Caucasus
Caucus
Cause
Cavalry
Cave
Cavendish
Ce
Cebu
Cecil
Cecilia
Cedar
Celebration
Celebrity
Celeste
Celia
Cell
Celtic
Celtics
Cemetery
Census
Centennial
Center
Centers
Central
Centre
Centro
Century
Certain
Certainly
Certificate
Certified
Ceylon
Ch
Cha
Chad
Chain
Chair
Chairman
Challenge
Challenger
Chamber
Chamberlain
Chambers
Champagne
Champion
Champions
Championship
Championships
Chan
Chance
Chancellor
Chandler
Chandra
Chang
Change
Changes
Changing
Channel
Chao
Chaos
Chapel
Chaplin
Chapman
Chapter
Character
Charge
Chargers
Charity
Charles
Charleston
Charley
Charlie
Charlotte
Charlton
Chart
Charter
Chartered
Charts
Chase
Chatham
Chattanooga
Check
Chef
Chelsea
Cheltenham
Chemical
Chemistry
Chen
Cheney
Cheng
Chennai
Cherokee
Cherry
Cheryl
Chesapeake
Cheshire
Chess
Chester
Chesterfield
Cheung
Chevalier
Chevrolet
Cheyenne
Chi
Chiang
Chicago
Chichester
Chicken
Chico
Chief
Chiefs
Child
Children
Chile
Chilean
Chin
China
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Chinese
Ching
Chip
Chloe
Cho
Chocolate
Choi
Choice
Choir
Chorus
Chow
Chris
Christ
Christchurch
Christensen
Christi
Christian
Christianity
Christians
Christie
Christina
Christine
Christmas
Christoph
Christophe
Christopher
Christy
Chronicle
Chronicles
Chrysler
Chu
Chuck
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Chung
Church
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Churchill
Cicero
Cincinnati
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Cindy
Cinema
Cinematography
Circle
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Circus
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Citation
Cities
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City
Ciudad
Civic
Civil
Clair
Claire
Clan
Clancy
Clapton
Clara
Clare
Claremont
Clarence
Clark
Clarke
Clarkson
Clary
Class
Classic
Classical
Classics
Classification
Claude
Claudia
Claudio
Claus
Clay
Clayton
Clean
Clear
Clearly
Clement
Cleopatra
Clerk
Cleveland
Cliff
Clifford
Clifton
Climate
Clinic
Clinical
Clint
Clinton
Clive
Clock
Close
Closing
Cloud
Club
Clube
Clubs
Clyde
Co
Coach
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Coal
Coalition
Coast
Coastal
Cobb
Cobra
Coca
Cochrane
Code
Codex
Cody
Coffee
Cohen
Coke
Col
Cola
Colbert
Colby
Colchester
Cold
Cole
Coleman
Colin
Coliseum
Collection
Collections
Collective
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College
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Collier
Collin
Collingwood
Collins
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Colombian
Colombo
Colonel
Colonial
Colony
Color
Colorado
Colour
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Colt
Colton
Colts
Columbia
Columbus
Combat
Combined
Come
Comedy
Comes
Comet
Comic
Comics
Coming
Command
Commandant
Commander
Commanding
Commando
Commerce
Commercial
Commission
Commissioner
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Commodore
Common
Commons
Commonwealth
Communication
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Community
Como
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Comparative
Compared
Competition
Complete
Complex
Composer
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Comprehensive
Compton
Computer
Computing
Con
Conan
Concept
Concert
Concerto
Concord
Confederacy
Confederate
Confederation
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Conflict
Congo
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Congress
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Connecticut
Connection
Connell
Conner
Connie
Connolly
Connor
Conor
Conquest
Conrad
Consequently
Conservation
Conservative
Conservatives
Conservatory
Consider
Considering
Consolidated
Consort
Consortium
Constable
Constance
Constantine
Constantinople
Constituency
Constitution
Constitutional
Construction
Consul
Consumer
Contact
Contemporary
Content
Contest
Continental
Continuing
Control
Controller
Convent
Convention
Conversely
Conway
Cook
Cooke
Cool
Cooper
Cooperation
Cooperative
Coordinator
Copa
Cope
Copenhagen
Copper
Copyright
Cora
Coral
Corbett
Corbin
Core
Corey
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Cornelius
Cornell
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Corp
Corporal
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Corps
Corpus
Corridor
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Costa
Costello
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Could
Council
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Councils
Counsel
Count
Counter
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Counties
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Country
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County
Coupe
Courage
Course
Court
Courthouse
Courtney
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Cove
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Coventry
Cover
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Cox
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Craig
Crane
Crash
Craven
Crawford
Crazy
Cream
Created
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Credit
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Creed
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Croatia
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Crusaders
Cruz
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Crystal
Cuba
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Cullen
Cultural
Culture
Cumberland
Cummings
Cunningham
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Cure
Curling
Curran
Current
Currently
Currie
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Curse
Curtis
Custom
Customs
Cut
Cuthbert
Cy
Cycle
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Cynthia
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Cyprus
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Cyrus
Czech
Czechoslovak
Czechoslovakia
D
DB
DC
DD
DE
DJ
DJs
DL
DNA
DOS
DR
DS
DSO
DVD
DVDs
Da
Dad
Daddy
Daemon
Dai
Daily
Daisy
Dakota
Dal
Dale
Dallas
Dalton
Daly
Dam
Damascus
Dame
Damian
Damien
Damn
Damon
Dan
Dana
Dance
Dancer
Dancing
Dane
Danger
Dangerous
Dani
Daniel
Danielle
Daniels
Danish
Danny
Dante
Danube
Daphne
Dar
Darcy
Dare
Darius
Dark
Darkness
Darling
Darlington
Darrell
Darren
Darryl
Dartmouth
Darwin
Daryl
Das
Dash
Data
Database
Date
Daughter
Daughters
Dave
Davenport
Davey
David
Davidson
Davies
Davis
Davy
Dawn
Dawson
Day
Days
Dayton
Daytona
De
Deacon
Dead
Deal
Dean
Dear
Death
Debbie
Deborah
Dec
Decca
December
Decision
Deck
Declan
Declaration
Decree
Dee
Deep
Deer
Defence
Defense
Defensive
Degree
Del
Delaney
Delaware
Delhi
Delilah
Dell
Della
Delta
Deluxe
Democracy
Democrat
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Democrats
Demon
Demons
Den
Denis
Denise
Denmark
Dennis
Denny
Dental
Denton
Denver
Department
Depending
Deportivo
Depot
Depression
Deputies
Deputy
Der
Derby
Derbyshire
Derek
Derrick
Derry
Des
Desert
Design
Designed
Designer
Desire
Desmond
Despite
Destiny
Destroyer
Det
Detachment
Detective
Detroit
Deutsche
Dev
Development
Devi
Devil
Devils
Devin
Devlin
Devon
Dewey
Dex
Dexter
Dhabi
Dhaka
Dharma
Di
Dialogue
Diamond
Diamonds
Diana
Diane
Diary
Diaz
Dick
Dickens
Dickinson
Dickson
Dictionary
Did
Die
Died
Diego
Diesel
Diet
Dietrich
Different
Digest
Digital
Dillon
Dimitri
Din
Dinamo
Dinner
Dino
Diocese
Dion
Diploma
Direct
Directed
Direction
Director
Directorate
Directors
Directory
Dirk
Dirty
Disaster
Disc
Disco
Discovery
Disease
Disney
Distance
Distinguished
Distribution
District
Districts
Divine
Divinity
Division
Divisional
Divisions
Dixie
Dixon
Dmitry
Do
Doc
Dock
Doctor
Doctorate
Doctors
Documentary
Dodd
Dodge
Dodgers
Does
Dog
Dogs
Doherty
Doing
Doll
Dollar
Dolly
Dolores
Dolphins
Dom
Domain
Dome
Domenico
Domesday
Domestic
Domingo
Dominic
Dominican
Dominion
Dominique
Don
Donald
Donaldson
Doncaster
Done
Dong
Donna
Donnell
Donovan
Doo
Doom
Door
Dora
Dorian
Doris
Dorothea
Dorothy
Dorset
Dortmund
Dot
Double
Doug
Douglas
Dove
Dover
Dow
Down
Downs
Downtown
Doyle
Dr
Dracula
Draft
Dragon
Dragons
Drake
Drama
Dramatic
Draw
Drawing
Dream
Dreams
Dresden
Drew
Drive
Driver
Drivers
Driving
Drop
Drug
Drugs
Drum
Drummond
Drums
Dry
Du
Dual
Dub
Dubai
Dublin
Duchess
Duchy
Duck
Ducks
Dude
Dudley
Due
Duff
Duffy
Duke
Dukes
Dunbar
Duncan
Dundee
Dunedin
Dunn
Duo
Durham
During
Dust
Dustin
Dusty
Dutch
Duty
Duval
Dwight
Dyer
Dyke
Dylan
Dynamics
Dynamo
Dynasty
E
EA
EC
EMI
EP
EPA
ER
ERA
ESPN
ET
EU
Each
Eagle
Eagles
Earl
Earle
Earlier
Early
Earth
East
Easter
Eastern
Eastman
Easton
Eastwood
Easy
Eat
Eaton
Ebert
Echo
Eclipse
Economic
Economics
Economy
Ecuador
Ed
Eddie
Eddy
Eden
Edgar
Edge
Edinburgh
Edison
Edit
Edith
Editing
Edition
Editions
Editor
Editorial
Edmond
Edmonton
Edmund
Edna
Edo
Eduard
Eduardo
Education
Educational
Edward
Edwards
Edwin
Effect
Effects
Egg
Egypt
Egyptian
Egyptians
Eight
Eighth
Eileen
Ein
Einstein
Eisenhower
Either
El
Elaine
Elder
Elders
Eleanor
Elected
Election
Elections
Electoral
Electric
Electrical
Electricity
Electronic
Electronics
Elementary
Elements
Elena
Elephant
Eleven
Elgin
Eli
Elias
Elijah
Eliminated
Eliot
Elisabeth
Elise
Elite
Eliza
Elizabeth
Ella
Elle
Ellen
Ellie
Ellington
Elliot
Elliott
Ellis
Ellison
Elm
Elmer
Elsa
Elsie
Elton
Elvis
Ely
Em
Emanuel
Embassy
Emerald
Emergency
Emeritus
Emerson
Emery
Emil
Emilia
Emilio
Emily
Emirates
Emma
Emmanuel
Emmy
Emperor
Empire
Employment
Empress
Empty
En
Encyclopedia
End
Endowment
Enemy
Energy
Enforcement
Engine
Engineer
Engineering
Engineers
England
English
Enlightenment
Enough
Enrico
Enrique
Ensemble
Enterprise
Enterprises
Entertainment
Entry
Environment
Environmental
Epic
Episcopal
Episode
Equal
Equality
Equipment
Equity
Era
Eric
Erica
Erich
Erie
Erik
Erin
Ernest
Ernesto
Ernie
Ernst
Erwin
Escape
Especially
Essays
Essential
Essex
Established
Establishment
Estadio
Estate
Estates
Esther
Estonia
Estonian
Eternal
Ethan
Ethel
Ethics
Ethiopia
Ethiopian
Ethnic
Eton
Eugene
Eurasian
Eureka
Euro
Europa
Europe
European
Europeans
Eurovision
Eva
Evaluation
Evan
Evangelical
Evans
Eve
Evelyn
Even
Evening
Event
Events
Eventually
Ever
Everest
Everett
Everton
Every
Everybody
Everyone
Everything
Evidence
Evil
Evolution
Ewing
Ex
Exactly
Examination
Examples
Excellence
Excellent
Except
Exchange
Excuse
Executive
Exeter
Exhibition
Exit
Exodus
Expedition
Expeditionary
Experience
Experiment
Experimental
Exploration
Explorer
Expo
Exposition
Express
Expressway
Extended
Extension
External
Extra
Extreme
Eye
Eyes
Ezio
Ezra
F
F1
FA
FAA
FBI
FC
FCC
FDA
FF
FIA
FIBA
FIFA
FK
FL
FM
FX
Faber
Fabian
Face
Facebook
Faces
Facility
Factor
Factory
Faculty
Fair
Fairbanks
Fairchild
Fairfax
Fairfield
Fairy
Faith
Falcon
Falcons
Fall
Fallen
Falling
Fallon
Falls
Fame
Families
Family
Famous
Fan
Fang
Fanny
Fantastic
Fantasy
Far
Fargo
Farm
Farmer
Farmers
Farrell
Fashion
Faso
Fast
Fat
Fate
Father
Fathers
Faust
Favorite
Fay
Faye
Fe
Fear
Feast
Feature
Featured
Features
Featuring
Feb
February
Fed
Federal
Federation
Federico
Feel
Feeling
Felipe
Felix
Fell
Fellow
Fellows
Fellowship
Female
Females
Fen
Fender
Feng
Ferdinand
Fergus
Ferguson
Fernandez
Fernando
Ferrari
Ferris
Ferry
Fest
Festival
Fever
Few
Fi
Fiat
Fiction
Field
Fielding
Fields
Fife
Fifteen
Fifth
Fifty
Fight
Fighter
Fighters
Fighting
Figure
Fiji
File
Files
Filipino
Film
Filming
Films
Fin
Final
Finalist
Finally
Finals
Finance
Financial
Finch
Find
Finding
Fine
Finland
Finn
Finnish
Fiona
Fire
First
Fischer
Fish
Fisher
Fisheries
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Fitzgerald
Fitzroy
Five
Flag
Flags
Flame
Flames
Flanders
Flash
Flat
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Florence
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Florida
Flow
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Flute
Fly
Flyers
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Flynn
Focus
Foley
Folk
Follow
Following
Food
Foods
Fool
Foot
Football
For
Forbes
Force
Forces
Ford
Foreign
Forest
Forestry
Forever
Forget
Forgotten
Fork
Form
Formation
Former
Formerly
Formula
Forrest
Forster
Fort
Fortress
Fortunately
Fortune
Forty
Forum
Forward
Foster
Found
Foundation
Founded
Founder
Founding
Fountain
Four
Fourteen
Fourth
Fowler
Fox
Fr
Framework
France
Frances
Francesca
Francesco
Francis
Franciscan
Francisco
Franco
Frank
Frankenstein
Frankfurt
Frankie
Franklin
Franks
Franz
Fraser
Fred
Freddie
Freddy
Frederic
Frederick
Free
Freedom
Freeman
Freeway
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Fremantle
French
Fresh
Fresno
Freud
Frey
Freyja
Friday
Friedman
Friedrich
Friend
Friendly
Friends
Friendship
Fringe
Fritz
Frog
From
Front
Frontier
Frost
Fruit
Fry
Fu
Fuck
Fuel
Fuji
Fulham
Full
Fuller
Fulton
Fun
Fund
Funding
Funk
Funny
Further
Furthermore
Fury
Fusion
Future
G
GA
GAA
GB
GDP
GE
GM
GMA
GO
GP
GPS
GT
Gabe
Gabon
Gabriel
Gabrielle
Gaelic
Gaga
Gage
Gail
Gaius
Gala
Galaxy
Gale
Galen
Galerie
Galicia
Galileo
Gallagher
Gallery
Galloway
Galway
Game
Games
Gaming
Gamma
Gandhi
Gang
Gao
Gap
Garcia
Garden
Gardens
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Gardner
Gareth
Garfield
Garland
Garner
Garrett
Garrison
Garry
Garth
Gary
Gas
Gaston
Gate
Gates
Gateway
Gathering
Gavin
Gay
Gaza
Gazette
Gear
Gee
Geelong
Gemini
Gemma
Gen
Gender
Gene
General
Generally
Generation
Genesis
Geneva
Genevieve
Genoa
Gentleman
Gentlemen
Genus
Geoff
Geoffrey
Geographic
Geography
Geological
Georg
George
Georges
Georgetown
Georgia
Georgian
Georgie
Gerald
Gerard
Gerhard
Germain
German
Germanic
Germans
Germany
Gerry
Gertrude
Get
Getting
Gettysburg
Ghana
Ghent
Ghost
Ghosts
Giacomo
Giant
Giants
Gibbons
Gibbs
Gibraltar
Gibson
Gideon
Gift
Gil
Gilbert
Giles
Gill
Gilles
Gillespie
Gillian
Gilmore
Gina
Ginger
Giorgio
Giovanni
Girl
Girls
Giro
Giuseppe
Give
Given
Giving
Glacier
Glad
Gladstone
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Glamorgan
Glasgow
Glass
Glen
Glenn
Global
Globe
Gloria
Glory
Gloucester
Gloucestershire
Glover
GmbH
Go
Goa
Goal
Goals
God
Goddard
Goddess
Godfrey
Gods
Goes
Goethe
Going
Gold
Goldberg
Golden
Goldman
Golf
Gomez
Gone
Gong
Gonzalez
Good
Goodbye
Goodman
Goodwin
Google
Goose
Gordon
Gore
Gorge
Gospel
Got
Gotham
Gothenburg
Gothic
Gould
Government
Governor
Governorate
Governors
Grace
Gracie
Grade
Grades
Graduate
Grady
Graeme
Graf
Graham
Gram
Grammar
Grammy
Gran
Granada
Grand
Grande
Grandma
Grandpa
Grange
Granny
Grant
Graphic
Grass
Grave
Graves
Gray
Grayson
Great
Greater
Greatest
Greco
Greece
Greek
Greeks
Green
Greenberg
Greene
Greenland
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Greenville
Greenwich
Greenwood
Greg
Gregg
Gregor
Gregory
Gretchen
Grey
Griffin
Griffith
Griffiths
Grimes
Grimm
Grimsby
Groove
Gross
Ground
Group
Groups
Grove
Growing
Growth
Guadalajara
Guadalupe
Guam
Guangdong
Guangzhou
Guard
Guardian
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Guatemala
Guerrero
Guess
Guest
Guggenheim
Guiana
Guide
Guido
Guild
Guillaume
Guillermo
Guinea
Guinness
Guitar
Guitars
Gujarat
Gulf
Gun
Gunn
Gunner
Guns
Guo
Gupta
Guru
Gus
Gustav
Gustavo
Guthrie
Guy
Guyana
Guys
Gwen
Gymnasium
Gypsy
H
HBO
HC
HD
HIV
HK
HM
HMS
HP
HQ
Ha
Haas
Habsburg
Had
Hades
Hadley
Hagen
Hague
Hahn
Hai
Haifa
Hailey
Hair
Haiti
Haitian
Hal
Hale
Haley
Half
Halifax
Hall
Halle
Halloween
Ham
Hamas
Hamburg
Hamilton
Hamlet
Hammer
Hammond
Hampshire
Hampson
Hampton
Han
Hancock
Hand
Handball
Handbook
Handel
Handicap
Hands
Hang
Hangul
Hank
Hanna
Hannah
Hannibal
Hanover
Hans
Hansen
Hanson
Hapoel
Happiness
Happy
Hara
Harald
Harbor
Harbour
Harcourt
Hard
Harding
Hardy
Hare
Hari
Harlan
Harlem
Harley
Harlow
Harmony
Harold
Harper
Harriet
Harrington
Harris
Harrisburg
Harrison
Harry
Hart
Hartford
Hartley
Harvard
Harvest
Harvey
Haryana
Has
Hasan
Hassan
Hastings
Hat
Hatch
Hate
Haute
Havana
Have
Haven
Havilland
Having
Hawaii
Hawaiian
Hawk
Hawke
Hawkins
Hawks
Hawthorn
Hawthorne
Hay
Hayden
Hayes
Haynes
Hayward
Hazel
He
Head
Headquarters
Heads
Health
Healthcare
Hear
Heard
Hearing
Heart
Hearts
Heat
Heath
Heather
Heaven
Heavy
Heavyweight
Hebrew
Hector
Heidelberg
Heidi
Height
Heights
Heinrich
Heinz
Held
Helen
Helena
Helens
Hell
Hellenic
Hello
Helmut
Help
Helsinki
Hemisphere
Hence
Henderson
Hendrix
Henley
Henri
Henrietta
Henrik
Henry
Hepburn
Her
Herald
Herb
Herbert
Hercules
Here
Hereford
Heritage
Herman
Hermann
Hernandez
Hero
Heroes
Herr
Herrera
Hertfordshire
Herzegovina
Hess
Hesse
Hewitt
Hey
Hi
Hicks
Hidden
Higgins
High
Higher
Highest
Highland
Highlanders
Highlands
Highness
Highway
Highways
Hilary
Hilda
Hill
Hillary
Hills
Hilton
Him
Himself
Hindi
Hindu
Hinduism
Hindus
Hip
Hiroshima
His
Hispanic
Historia
Historian
Historic
Historical
Historically
History
Hit
Hitchcock
Hitler
Hits
Hmm
Ho
Hobart
Hobbs
Hockey
Hodge
Hodges
Hoffman
Hoffmann
Hogan
Hold
Holden
Holding
Holdings
Hole
Holiday
Holland
Hollow
Holloway
Holly
Hollywood
Holmes
Holocaust
Holstein
Holt
Holy
Home
Homeland
Homer
Homes
Homestead
Hon
Honda
Honduras
Honestly
Honey
Hong
Honolulu
Honor
Honorable
Honorary
Honors
Honour
Honourable
Honours
Hood
Hook
Hooker
Hooper
Hoover
Hop
Hope
Hopefully
Hopkins
Hopper
Horace
Horizon
Horn
Horne
Horror
Horse
Horses
Horton
Hospital
Host
Hot
Hotel
Hotels
Houghton
Hour
Hours
House
Household
Houses
Housing
Houston
How
Howard
Howe
Howell
However
Hu
Huang
Hubbard
Hubert
Huddersfield
Hudson
Hugh
Hughes
Hugo
Huh
Hui
Hulk
Hull
Human
Humanities
Humans
Humboldt
Hume
Humphrey
Hundred
Hundreds
Hung
Hungarian
Hungarians
Hungary
Hunger
Hunt
Hunter
Hunters
Hunting
Huntington
Hurling
Huron
Hurricane
Hurricanes
Hurt
Hussain
Hussein
Hutchinson
Hutton
Hybrid
Hyde
Hyderabad
Hz
I
IAAF
IATA
IBM
ICAO
ICC
ID
IDF
IEEE
IF
IGN
II
III
IL
IN
IP
IPA
IRA
IS
ISBN
ISIL
ISO
IT
ITV
IUCN
IV
IX
Iain
Ian
Iberian
Ibn
Ibrahim
Ice
Iceland
Icelandic
Ida
Idaho
Identity
Idol
If
Ignacio
Ignoring
Igor
Il
Illinois
Illustrated
Image
Images
Imagine
Imam
Immaculate
Immediately
Immigration
Impact
Imperial
Important
Impossible
Improvement
In
Inc
Incident
Includes
Including
Incorporated
Indeed
Independence
Independent
Index
India
Indian
Indiana
Indianapolis
Indians
Indie
Indies
Indigenous
Individual
Individuals
Indo
Indonesia
Indonesian
Indoor
Industrial
Industries
Industry
Indy
Infantry
Infinite
Infinity
Information
Infrastructure
Ingram
Ingrid
Initial
Initially
Initiative
Inland
Inn
Inner
Innocent
Innovation
Inquiry
Inside
Inspector
Inspired
Instead
Institut
Institute
Institutes
Institution
Institutions
Instituto
Instrumental
Instruments
Insurance
Integrated
Integration
Intel
Intelligence
Inter
Interactive
Intercontinental
Interest
Interior
Intermediate
Internal
International
Internationale
Internet
Interstate
Interview
Into
Introduction
Invasion
Inverness
Investigation
Investment
Invisible
Invitational
Ion
Iona
Iowa
Ipswich
Ira
Iran
Iranian
Iraq
Iraqi
Ireland
Irene
Iris
Irish
Iron
Iroquois
Irvine
Irving
Irwin
Is
Isa
Isaac
Isabel
Isabella
Isabelle
Isaiah
Islam
Islamic
Island
Islander
Islanders
Islands
Isle
Isles
Ismail
Israel
Israeli
Issue
Issues
Istanbul
It
Italia
Italian
Italians
Italy
Its
Ivan
Ives
Ivory
Ivy
Izzy
J
JP
JR
Jace
Jack
Jackie
Jackson
Jacksonville
Jacob
Jacobs
Jacqueline
Jacques
Jade
Jaguar
Jai
Jaime
Jain
Jakarta
Jake
Jakob
Jam
Jamaica
Jamaican
Jamal
James
Jameson
Jamie
Jammu
Jan
Jana
Janata
Jane
Janeiro
Janet
Jang
Janice
January
Japan
Japanese
Jared
Jarrett
Jarvis
Jasmine
Jason
Jasper
Java
Javier
Jax
Jay
Jaya
Jayne
Jays
Jazz
Je
Jean
Jeanne
Jed
Jeep
Jeff
Jefferson
Jeffrey
Jen
Jenkins
Jenks
Jenna
Jennifer
Jennings
Jenny
Jensen
Jeremiah
Jeremy
Jericho
Jerome
Jerry
Jersey
Jerusalem
Jess
Jesse
Jessica
Jessie
Jesuit
Jesuits
Jesus
Jet
Jets
Jett
Jew
Jewel
Jewish
Jews
Ji
Jiang
Jill
Jim
Jimmie
Jimmy
Jin
Jing
Jo
Joachim
Joan
Joanna
Joanne
Joaquin
Job
Jocelyn
Joe
Joel
Joey
Johan
Johann
Johanna
Johannes
Johannesburg
John
Johnny
Johns
Johnson
Johnston
Johnstone
Joint
Joker
Jon
Jonah
Jonas
Jonathan
Jones
Jong
Jordan
Jorge
Jose
Josef
Joseph
Josephine
Josh
Joshua
Josiah
Josie
Journal
Journalism
Journalists
Journey
Joy
Joyce
Jr
Ju
Juan
Jubilee
Judah
Judaism
Judd
Jude
Judge
Judges
Judicial
Judiciary
Judith
Judy
Jul
Jules
Julia
Julian
Juliana
Julie
Julien
Juliet
Juliette
Julio
Julius
July
Jump
Jun
Junction
June
Jung
Jungle
Junior
Juniors
Juno
Jupiter
Jurassic
Jury
Just
Justice
Justin
Juventus
K
KC
Ka
Kabul
Kahn
Kai
Kaiser
Kali
Kamal
Kamen
Kane
Kang
Kannada
Kansas
Kaplan
Kapoor
Kappa
Kara
Karachi
Karen
Karin
Karl
Karnataka
Kashmir
Kat
Kate
Katherine
Kathleen
Kathryn
Kathy
Katie
Katrina
Katy
Katz
Kaufman
Kay
Kaye
Kazakhstan
Kazan
Ke
Keep
Keeper
Keeping
Keith
Kellan
Keller
Kelley
Kelly
Kelsey
Kemp
Ken
Kendall
Kendra
Kennedy
Kenneth
Kenny
Kensington
Kent
Kentucky
Kenya
Kenyan
Kerala
Kerman
Kern
Kerr
Kerry
Kevin
Key
Keyboards
Keynes
Keys
Khalid
Khan
Khmer
Khorasan
Ki
Kick
Kid
Kids
Kiel
Kiev
Kilda
Kildare
Kilkenny
Kill
Killer
Killing
Kim
Kimberly
Kincaid
Kind
King
Kingdom
Kingdoms
Kings
Kingsley
Kingston
Kira
Kiran
Kirby
Kirk
Kiss
Kit
Kitchen
Kitty
Klaus
Klein
Knight
Knights
Know
Knowing
Knowledge
Knowles
Known
Knox
Knoxville
Ko
Kobe
Koch
Kolkata
Kong
Konrad
Konstantin
Korea
Korean
Koreans
Kosovo
Kota
Kramer
Kris
Krishna
Kristen
Ku
Kuala
Kumar
Kung
Kurdish
Kurdistan
Kurt
Kuwait
Kyle
Kylie
Kyoto
Kyrgyzstan
L
LA
LDS
LED
LGBT
LL
LLC
LP
LSU
La
Lab
Label
Labor
Laboratories
Laboratory
Labour
Labrador
Labs
Lac
Lacey
Lacrosse
Ladies
Lady
Lafayette
Lagos
Laguna
Lahore
Lai
Lake
Lakers
Lakes
Lakshmi
Lal
Lam
Lama
Lamar
Lamb
Lambert
Lana
Lancashire
Lancaster
Lance
Land
Landing
Landmark
Landon
Lands
Landscape
Lane
Lang
Langdon
Lange
Langley
Language
Languages
Lanka
Lankan
Lansing
Lantern
Lao
Laos
Lara
Large
Larry
Lars
Larsen
Larson
Las
Last
Late
Later
Latin
Latino
Latter
Latvia
Latvian
Lau
Lauderdale
Laughing
Launch
Laura
Laurel
Lauren
Laurence
Laurent
Laurie
Lausanne
Law
Lawn
Lawrence
Laws
Lawson
Lay
Layla
Layne
Layton
Lazarus
Le
Lea
Lead
Leader
Leaders
Leadership
Leading
Leaf
Leafs
League
Leagues
Leah
Leaning
Learning
Leary
Leave
Leaves
Leaving
Lebanese
Lebanon
Lecture
Lecturer
Led
Lee
Leeds
Left
Legacy
Legal
Legend
Legends
Legion
Legislative
Legislature
Lehigh
Leicester
Leicestershire
Leiden
Leigh
Leinster
Leipzig
Leisure
Lemon
Len
Lena
Length
Lenin
Leningrad
Lennon
Lennox
Lenny
Leo
Leon
Leonard
Leonardo
Leone
Leopold
Leroy
Les
Lesley
Leslie
Less
Lesser
Lester
Let
Leto
Letter
Letters
Lev
Levant
Level
Levi
Levin
Levine
Levy
Lewis
Lex
Lexi
Lexie
Lexington
Li
Lia
Liam
Liang
Libby
Liberal
Liberals
Liberation
Liberia
Liberty
Libraries
Library
Libya
Libyan
License
Lie
Lies
Lieutenant
Life
Lifetime
Liga
Light
Lighthouse
Lightning
Lights
Ligue
Like
Likewise
Lil
Lila
Lille
Lillian
Lilly
Lily
Lim
Lima
Limerick
Limited
Lin
Lincoln
Lincolnshire
Linda
Linden
Lindsay
Lindsey
Line
Lines
Ling
Link
Linnaeus
Linux
Lion
Lionel
Lions
Lisa
Lisbon
Lissa
List
Listed
Listen
Literary
Literature
Lithuania
Lithuanian
Little
Liu
Liv
Live
Liverpool
Lives
Living
Livingston
Liz
Liza
Lizzie
Ljubljana
Lloyd
Lo
Local
Located
Location
Loch
Lock
Locke
Lockheed
Lodge
Logan
Logic
Logistics
Loire
Lois
Lok
Loki
Lola
Lombard
London
Lone
Lonely
Long
Look
Looking
Looks
Loop
Lopez
Lord
Lords
Lorenzo
Lori
Lorraine
Los
Loser
Loss
Lost
Lot
Lots
Lotus
Lou
Louie
Louis
Louisa
Louise
Louisiana
Louisville
Lounge
Love
Lover
Lovers
Loves
Loving
Low
Lowe
Lowell
Lower
Loyola
Lt
Ltd
Lu
Lublin
Luc
Luca
Lucan
Lucas
Luce
Lucia
Lucian
Luciano
Lucien
Lucifer
Lucius
Luck
Luckily
Lucknow
Lucky
Lucy
Ludwig
Luftwaffe
Luigi
Luis
Luke
Lulu
Lumpur
Luna
Lund
Luther
Lutheran
Luton
Luxembourg
Luzon
Lviv
Lydia
Lyle
Lynch
Lyndon
Lynn
Lyon
Lyons
Lyrics
M
M1
MA
MAC
MB
MBA
MBE
MC
MCA
MCC
MD
ME
MG
MGM
MHz
MI
MIT
MLA
MLB
MLS
MMA
MP
MPs
MR
MS
MTV
MV
MVP
MW
Ma
Mabel
Mac
MacArthur
MacDonald
MacKenzie
Macau
Maccabi
Macdonald
Mace
Macedonia
Macedonian
Machine
Macintosh
Mack
Mackay
Mackenzie
Macmillan
Macon
Macquarie
Macy
Mad
Madagascar
Madame
Maddie
Maddox
Maddy
Made
Madeleine
Madeline
Madhya
Madison
Madness
Madonna
Madras
Madrid
Mae
Mafia
Magazine
Magdalena
Maggie
Magic
Magnum
Magnus
Maharaja
Maharashtra
Mai
Maia
Maid
Maiden
Mail
Main
Maine
Maintenance
Mainz
Maj
Majesty
Major
Majority
Make
Maker
Makes
Making
Mal
Malawi
Malay
Malaya
Malayalam
Malaysia
Malaysian
Malcolm
Male
Males
Mali
Malik
Mall
Mallory
Malone
Malta
Maltese
Mama
Man
Management
Manager
Managing
Manchester
Mandarin
Mandy
Manfred
Manhattan
Manila
Manitoba
Mann
Manning
Manny
Manor
Mans
Mansfield
Mansion
Manson
Manual
Manuel
Manufacturing
Many
Mao
Map
Maple
Mar
Mara
Marathi
Marathon
Marc
Marcel
March
Marching
Marcia
Marco
Marcos
Marcus
Mare
Margaret
Marguerite
Mari
Maria
Marian
Mariana
Marianne
Mariano
Marie
Marilyn
Marin
Marina
Marine
Mariners
Marines
Marino
Mario
Marion
Maris
Marissa
Maritime
Marius
Marjorie
Mark
Market
Marketing
Markets
Marks
Markus
Marlborough
Marley
Marquess
Marquette
Marquis
Marriage
Married
Mars
Marseille
Marsh
Marshal
Marshall
Mart
Marta
Martha
Martial
Martian
Martin
Martina
Martinez
Martins
Marty
Marvel
Marvin
Marx
Marxist
Mary
Maryland
Mask
Mason
Masonic
Mass
Massachusetts
Massacre
Massey
Master
Masters
Mat
Mata
Match
Matches
Mateo
Material
Materials
Math
Mathematical
Mathematics
Mathews
Mathias
Matilda
Matrix
Matt
Matteo
Matter
Matters
Matthew
Matthews
Matthias
Maud
Maureen
Maurice
Mauritius
Max
Maxim
Maximilian
Maximum
Maximus
Maxwell
May
Maya
Maybe
Mayer
Maynard
Mayo
Mayor
McBride
McCain
McCarthy
McCartney
McCormick
McCoy
McDonald
McDonnell
McGee
McGill
McGrath
McGraw
McGregor
McGuire
McIntyre
McKay
McKenna
McKenzie
McKinley
McLaren
McLaughlin
McLean
McMahon
McPherson
Me
Mead
Meadow
Meadows
Mean
Meanwhile
Meat
Mecca
Mechanical
Mechanics
Mecklenburg
Medal
Media
Medical
Medici
Medicine
Medieval
Medina
Mediterranean
Medium
Meet
Meeting
Meg
Mega
Megan
Mei
Meiji
Mel
Melanie
Melbourne
Melinda
Melissa
Mellon
Melody
Melville
Melvin
Member
Members
Membership
Memorial
Memories
Memory
Memphis
Men
Mendoza
Mental
Mention
Mercedes
Mercer
Merchant
Mercury
Mercy
Meredith
Meridian
Merit
Merlin
Merrill
Merry
Mesa
Message
Messenger
Messiah
Met
Metacritic
Metal
Method
Methodist
Metro
Metropolis
Metropolitan
Mets
Metz
Mexican
Mexico
Meyer
Meyrick
Mi
MiG
Mia
Miami
Micah
Michael
Michaels
Michel
Michele
Michelle
Michigan
Mick
Mickey
Micro
Microsoft
Mid
Middle
Middlesbrough
Middlesex
Middleton
Midland
Midlands
Midnight
Midway
Midwest
Might
Mighty
Miguel
Mike
Mikhail
Milan
Milano
Mile
Miles
Milford
Military
Militia
Milk
Mill
Millennium
Miller
Millie
Million
Mills
Milne
Milo
Milton
Milwaukee
Mimi
Min
Mina
Minas
Mind
Mindanao
Mine
Mines
Ming
Minh
Mini
Mining
Minister
Ministers
Ministry
Minneapolis
Minnesota
Minor
Minority
Minsk
Mint
Minutes
Mir
Mira
Miracle
Mirage
Miranda
Miriam
Mirror
Mirza
Miss
Missile
Missing
Mission
Missionary
Mississippi
Missouri
Mister
Mistress
Misty
Mitch
Mitchell
Mitsubishi
Mix
Mixed
Mixing
Mk
Mo
Mobile
Mode
Model
Models
Modern
Moe
Mohamed
Mohammad
Mohammed
Mohan
Mohawk
Moines
Moldova
Molecular
Molly
Mom
Moment
Moments
Mon
Mona
Monaco
Monastery
Monday
Money
Mongol
Mongolia
Mongolian
Mongols
Monica
Monitor
Monk
Monkey
Monmouth
Monroe
Monsieur
Monster
Monsters
Mont
Montana
Monte
Montenegrin
Montenegro
Monterey
Montevideo
Montgomery
Month
Monthly
Montreal
Monty
Monument
Moody
Moon
Moor
Moore
Moose
Morales
Moran
More
Moreno
Moreover
Morgan
Morley
Mormon
Morning
Moroccan
Morocco
Morris
Morrison
Morrow
Morse
Mortal
Mortimer
Morton
Moscow
Moses
Mosque
Moss
Most
Mostly
Mother
Motion
Motor
Motors
Motorsports
Motown
Mount
Mountain
Mountains
Mounted
Mouse
Mouth
Move
Movement
Movie
Movies
Moving
Mozambique
Mozart
Mr
Mrs
Ms
Mt
Mu
Much
Mughal
Muhammad
Muir
Muller
Multi
Multiple
Mum
Mumbai
Munich
Municipal
Municipality
Munro
Munster
Murder
Murdoch
Murphy
Murray
Musa
Muse
Museo
Museum
Museums
Music
Musical
Musicians
Muslim
Muslims
Mussolini
Must
Mustafa
Mustang
Mutual
My
Myanmar
Myers
Myra
Myrtle
Mysore
Mystery
N
NAS
NASA
NASCAR
NATO
NBA
NBC
NC
NCAA
NDP
NE
NFC
NFL
NGO
NGOs
NH
NHL
NHS
NJ
NL
NME
NO
NPR
NRL
NSA
NSW
NW
NWA
NY
NYC
NZ
Na
Nacional
Nadia
Nadu
Nagar
Nagoya
Nah
Nair
Nairobi
Nakamura
Naked
Nam
Name
Named
Names
Namibia
Nan
Nana
Nancy
Nanjing
Naomi
Napier
Naples
Napoleon
Napoleonic
Narayan
Nash
Nashville
Nassau
Nat
Natal
Natalia
Natalie
Natasha
Nate
Nathan
Nathaniel
Nation
National
Nationale
Nationalist
Nationals
Nations
Native
Natural
Nature
Navajo
Naval
Navarre
Navarro
Navigation
Navy
Nazi
Nazis
Neal
Near
Nearby
Nearly
Nebraska
Neck
Ned
Need
Negro
Nehru
Neil
Neill
Neither
Nell
Nelson
Neo
Neolithic
Nepal
Nepali
Neptune
Nero
Net
Netflix
Netherlands
Network
Networks
Neumann
Nevada
Never
Nevertheless
Neville
New
Newark
Newcastle
Newfoundland
Newman
Newmarket
Newport
News
Newspaper
Newton
Next
Ng
Ni
Niagara
Niall
Nicaragua
Nice
Nicholas
Nichols
Nicholson
Nick
Nickelodeon
Nicky
Nico
Nicola
Nicolas
Nicole
Nielsen
Nigel
Niger
Nigeria
Nigerian
Night
Nightingale
Nightmare
Nights
Nik
Nike
Nikki
Nikola
Nikolai
Nile
Nina
Nine
Ninja
Nintendo
Ninth
Nippon
Nissan
Nix
Nixon
No
Noah
Nobel
Noble
Nobody
Noel
Noelle
Noise
Nokia
Nolan
Nominated
Non
None
Nonetheless
Nope
Nor
Nora
Nord
Nordic
Norfolk
Norma
Normal
Normally
Norman
Normandy
Norris
Norse
Norte
North
Northampton
Northamptonshire
Northeast
Northeastern
Northern
Northumberland
Northwest
Northwestern
Norton
Norway
Norwegian
Norwich
Norwood
Not
Notable
Note
Notes
Nothing
Notre
Nottingham
Nottinghamshire
Nov
Nova
Novak
Novel
November
Novgorod
Novi
Now
Nowadays
Nr
Nuclear
Nuevo
Number
Numbers
Numerous
Nuremberg
Nurse
Nursing
O
OBE
OCLC
ODI
OF
OH
OK
ON
ONE
OR
OS
Oak
Oakland
Oaks
Obama
Oblast
Observatory
Observer
Obviously
Occasionally
Ocean
Oceania
Oct
October
Odd
Odessa
Odyssey
Of
Off
Offensive
Office
Officer
Officers
Official
Often
Ogden
Oh
Ohio
Oil
Oilers
Ok
Okay
Okinawa
Oklahoma
Olaf
Old
Older
Oldham
Ole
Olga
Olive
Oliveira
Oliver
Olivia
Olivier
Olsen
Olson
Olympia
Olympic
Olympics
Omaha
Oman
Omar
Omega
On
Once
One
Ones
Online
Only
Ontario
Op
Open
Opened
Opening
Opera
Operating
Operation
Operational
Operations
Opposition
Opus
Or
Oracle
Oral
Orange
Orchard
Orchestra
Order
Orders
Ordinary
Ordnance
Oregon
Organ
Organic
Organisation
Organization
Organizations
Oricon
Orient
Oriental
Origin
Original
Originally
Origins
Orioles
Orion
Orlando
Orleans
Oro
Orthodox
Ortiz
Osaka
Osborne
Oscar
Oslo
Oswald
Otago
Other
Others
Otherwise
Otis
Ottawa
Otto
Ottoman
Ottomans
Our
Out
Outdoor
Outer
Outside
Outstanding
Oval
Over
Overall
Overseas
Owen
Owens
Own
Oxford
Oxfordshire
Oz
P
PA
PBA
PBS
PC
PD
PDF
PGA
PM
PP
PR
PS
PT
Pa
Pablo
Pac
Pace
Pacific
Pack
Packard
Packers
Pact
Paddy
Padma
Padres
Page
Paige
Pain
Painter
Painting
Paisley
Pak
Pakistan
Pakistani
Palace
Palais
Palatinate
Palazzo
Palermo
Palestine
Palestinian
Palestinians
Palm
Palma
Palmer
Pam
Pamela
Pan
Panama
Pandora
Panel
Panic
Panther
Panthers
Panzer
Paolo
Papa
Papal
Paper
Papers
Papua
Para
Parachute
Parade
Paradise
Paraguay
Paralympic
Paralympics
Paramount
Parents
Paris
Parish
Parisian
Park
Parker
Parkinson
Parks
Parkway
Parliament
Parliamentary
Parma
Parramatta
Parry
Parsons
Part
Parties
Partner
Partners
Partnership
Parts
Party
Pasadena
Pascal
Pasha
Paso
Pass
Passage
Passenger
Passion
Past
Pastor
Pat
Patch
Patel
Patent
Paterson
Path
Patriarch
Patricia
Patrick
Patriot
Patriotic
Patriots
Patrol
Patterson
Patti
Patton
Patty
Paul
Paula
Pauline
Paulo
Pavel
Pavilion
Pay
Payne
Paz
Peabody
Peace
Peacock
Peak
Pearce
Pearl
Pearson
Peck
Pedro
Peel
Peggy
Pembroke
Pen
Penang
Pendleton
Penelope
Penguin
Penguins
Peninsula
Penn
Pennsylvania
Penny
Pentagon
People
Peoples
Pepper
Per
Percussion
Percy
Pereira
Perez
Perfect
Performance
Performing
Perhaps
Period
Perkins
Permanent
Perry
Persia
Persian
Person
Personal
Personnel
Persons
Perth
Peru
Peruvian
Pet
Pete
Peter
Peterborough
Peters
Petersburg
Petersen
Peterson
Petit
Petra
Petroleum
Petty
Peyton
Ph
PhD
Phantom
Pharmacy
Phase
Phelps
Phi
Phil
Philadelphia
Philharmonic
Philip
Philipp
Philippe
Philippine
Philippines
Philips
Phillies
Phillip
Phillips
Philosophical
Philosophy
Phoebe
Phoenix
Phone
Photo
Photography
Phyllis
Physical
Physicians
Physics
Pi
Piano
Picasso
Pick
Picture
Pictures
Pie
Piece
Pieces
Piedmont
Pier
Pierce
Pierre
Pieter
Pietro
Pig
Pike
Pilot
Pine
Ping
Pink
Pioneer
Piper
Pirate
Pirates
Pit
Pitchfork
Pitt
Pittsburgh
Pius
Pizza
Place
Places
Plain
Plains
Plan
Planet
Planning
Plans
Plant
Plantation
Plants
Plastic
Plata
Plate
Plateau
Platform
Platinum
Plato
Play
PlayStation
Playboy
Played
Player
Players
Playhouse
Playing
Plays
Plaza
Pleasant
Please
Pleasure
Plus
Plymouth
Po
Pocket
Poe
Poems
Poet
Poetry
Poets
Point
Points
Poker
Pol
Poland
Polar
Pole
Poles
Police
Policy
Polish
Political
Politics
Polk
Poll
Polly
Polo
Polytechnic
Pomerania
Pomeranian
Ponce
Pond
Pont
Pontiac
Pontifical
Pony
Pool
Poole
Poor
Pop
Pope
Popular
Population
Porsche
Port
Portal
Porter
Portland
Porto
Portrait
Portsmouth
Portugal
Portuguese
Post
Postal
Potomac
Potter
Pound
Powell
Power
Powers
Practice
Pradesh
Prague
Prairie
Prakash
Prasad
Pratt
Prayer
Pre
Prefecture
Preliminary
Premier
Premiership
Prentice
Preparatory
Presbyterian
Prescott
Present
Presents
Preservation
Presidency
President
Presidential
Presidents
Presley
Press
Preston
Pretty
Prevention
Previous
Previously
Price
Pride
Priest
Primary
Prime
Primera
Prince
Princes
Princess
Princeton
Principal
Principles
Print
Prior
Priory
Prison
Private
Privy
Prix
Prize
Pro
Probably
Problem
Problems
Proceedings
Process
Produced
Producer
Producers
Product
Production
Productions
Products
Prof
Professional
Professor
Profile
Program
Programme
Programming
Programs
Progress
Progressive
Project
Projects
Promise
Promoted
Promotion
Properties
Property
Prophet
Prospect
Protected
Protection
Protestant
Protestants
Proto
Protocol
Provence
Providence
Province
Provinces
Provincial
Provisional
Provost
Prussia
Prussian
Psychological
Psychology
Ptolemy
Pub
Public
Publications
Published
Publisher
Publishers
Publishing
Pueblo
Puerto
Pulitzer
Pulling
Punch
Pune
Punjab
Punjabi
Punk
Purdue
Pure
Purple
Pursuit
Put
Putin
Putnam
Pyramid
Python
Q
Qaeda
Qatar
Qi
Qin
Qing
Quaker
Qualification
Qualified
Qualifier
Qualifying
Quality
Quantum
Quarter
Quarterfinals
Quarterly
Quartet
Que
Quebec
Queen
Queens
Queensland
Quentin
Quest
Question
Questions
Quick
Quickly
Quiet
Quincy
Quinn
Quite
Quran
R
RA
RAAF
RAF
RAM
RB
RBI
RBIs
RC
RCA
RF
RFC
RIAA
RNA
ROM
RPG
RS
Ra
Rabbi
Rabbit
Race
Racecourse
Races
Raceway
Rachel
Racing
Radar
Radcliffe
Radical
Radio
Rae
Rafael
Rafe
Rage
Rahman
Rai
Raiders
Rail
Railroad
Railway
Railways
Rain
Rainbow
Raj
Raja
Rajasthan
Raleigh
Rally
Ralph
Ram
Rama
Ramirez
Ramon
Ramos
Rams
Ramsay
Ramsey
Rana
Ranch
Rancho
Rand
Randall
Randolph
Random
Randy
Range
Ranger
Rangers
Rani
Rank
Ranking
Rankings
Rao
Raoul
Rap
Raphael
Rapid
Rapids
Rare
Rashid
Rat
Rate
Rather
Raven
Ravens
Ravi
Raw
Ray
Raymond
Rd
Re
Reach
Reacher
Reaching
Read
Reader
Reading
Ready
Reagan
Real
Reality
Really
Realm
Reaper
Rear
Reason
Rebecca
Rebel
Rebellion
Rebels
Recent
Recently
Reconnaissance
Reconstruction
Record
Recorded
Recording
Recordings
Records
Recovery
Recreation
Rector
Red
Reddy
Reds
Redskins
Reece
Reed
Reef
Rees
Reese
Reeve
Reeves
Referee
Reference
Reform
Reformation
Reformed
Refuge
Reg
Regan
Regarding
Regardless
Regency
Regent
Reggie
Regiment
Regina
Reginald
Region
Regional
Regis
Register
Regular
Regulation
Regulations
Reich
Reid
Reilly
Relations
Release
Released
Relegated
Relief
Religion
Religious
Remember
Remix
Ren
Renaissance
Renault
Rene
Renee
Reno
Rep
Report
Reporter
Reports
Representative
Representatives
Republic
Republican
Republicans
Requiem
Rescue
Research
Researchers
Reservation
Reserve
Reserves
Reservoir
Residence
Resident
Residents
Resistance
Resolution
Resort
Resource
Resources
Response
Rest
Restaurant
Restoration
Results
Resurrection
Retired
Retrieved
Return
Returning
Reuben
Rev
Revelation
Revenge
Revenue
Reverend
Review
Reviews
Revival
Revolution
Revolutionary
Revue
Rex
Rey
Reyes
Reynolds
Rhine
Rhineland
Rhode
Rhodes
Rhodesia
Rhys
Rhythm
Ribbon
Rica
Rican
Ricardo
Rice
Rich
Richard
Richards
Richardson
Richie
Richmond
Richter
Rick
Ricky
Rico
Ride
Rider
Riders
Ridge
Riding
Ridley
Rifle
Rifles
Riga
Right
Rights
Riley
Ring
Rings
Rio
Riot
Rise
Rising
Risk
Rita
Ritchie
Rite
Ritter
River
Rivera
Rivers
Riverside
Roach
Road
Roads
Rob
Robbie
Robbins
Robert
Roberta
Roberto
Roberts
Robertson
Robin
Robinson
Robot
Robson
Roche
Rochester
Rock
Rockefeller
Rocket
Rockets
Rockies
Rocks
Rocky
Rod
Rodgers
Rodney
Rodrigo
Rodriguez
Roe
Roger
Rogers
Rogue
Roland
Role
Rolf
Roll
Roller
Rolling
Rollins
Rolls
Roma
Roman
Romance
Romanesque
Romani
Romania
Romanian
Romanized
Romano
Romans
Romantic
Rome
Romeo
Romero
Romney
Ron
Ronald
Ronan
Ronnie
Rookie
Room
Rooney
Roosevelt
Root
Roots
Rory
Rosa
Rosario
Rose
Rosemary
Rosen
Rosenberg
Roses
Rosie
Ross
Rossi
Roth
Rothschild
Rotten
Rotterdam
Rouge
Rough
Round
Rourke
Route
Routledge
Rover
Rovers
Row
Rowan
Rowe
Rowing
Rowland
Roxy
Roy
Royal
Royals
Royce
Rs
Rubin
Ruby
Rudolf
Rudolph
Rudy
Rue
Rufus
Rugby
Ruiz
Rule
Rules
Run
Runner
Runners
Running
Rupert
Rural
Rush
Russ
Russell
Russia
Russian
Russians
Russo
Rusty
Rutgers
Ruth
Rutherford
Rwanda
Ryan
Ryder
S
SA
SAS
SAT
SBS
SC
SD
SE
SEC
SF
SH
SK
SL
SM
SMS
SP
SPD
SR
SS
SSR
ST
STS
SUV
SV
Sa
Sabah
Sabbath
Sabha
Sabine
Sabrina
Sachs
Sacramento
Sacred
Sad
Saddam
Sadie
Safe
Safety
Saga
Sage
Sahara
Saharan
Sahib
Sai
Said
Saigon
Sailing
Sailor
Saint
Sainte
Saints
Sakura
Sal
Sale
Salem
Sales
Salford
Salisbury
Salle
Sally
Salmon
Salon
Salt
Salvador
Salvation
Salvatore
Salzburg
Sam
Samantha
Same
Sami
Sammy
Samoa
Sampson
Samson
Samsung
Samuel
San
Sanchez
Sanctuary
Sand
Sanders
Sandra
Sands
Sandy
Sanford
Sang
Sanskrit
Sant
Santa
Santana
Santiago
Santo
Santos
Sara
Sarah
Sarajevo
Saratoga
Sarawak
Sardinia
Sasha
Saskatchewan
Satan
Satellite
Sato
Saturday
Saturdays
Saturn
Saudi
Saul
Saunders
Savage
Savannah
Save
Savings
Savoy
Saw
Sawyer
Saxon
Saxony
Say
Sc
Scale
Scandinavia
Scandinavian
Scarborough
Scarlet
Scarlett
Scene
Scenic
Schedule
Scheme
Schleswig
Schmidt
Schneider
Scholar
Scholars
Scholarship
School
Schools
Schubert
Schultz
Schumacher
Schuster
Schwartz
Science
Sciences
Scientific
Scientist
Scientists
Scientology
Score
Scotch
Scotia
Scotland
Scots
Scott
Scottish
Scout
Scouting
Scouts
Scream
Screen
Screenplay
Sculpture
Se
Sea
Seahawks
Seal
Sean
Search
Sears
Seas
Season
Seasons
Seattle
Sebastian
Second
Secondary
Seconds
Secret
Secretariat
Secretary
Secrets
Section
Sector
Securities
Security
See
Seeing
Seems
Sega
Segunda
Seine
Select
Selected
Selection
Selena
Self
Semi
Semifinals
Seminary
Semitic
Sen
Senate
Senator
Senators
Send
Seneca
Senegal
Senior
Sense
Sentinel
Seoul
Sep
Sept
September
Ser
Serb
Serbia
Serbian
Serbs
Serena
Serge
Sergeant
Sergei
Sergey
Sergio
Serie
Series
Seriously
Serra
Server
Service
Services
Session
Sessions
Set
Seth
Settlement
Seven
Seventh
Several
Severn
Seville
Sex
Sexual
Seymour
Sgt
Shade
Shadow
Shadows
Shah
Shake
Shakespeare
Shaking
Shall
Shan
Shane
Shanghai
Shankar
Shannon
Shapiro
Sharif
Shark
Sharks
Sharma
Sharon
Sharp
Sharpe
Shaun
Shaw
Shawn
Shay
She
Shea
Sheffield
Sheikh
Sheila
Shelby
Sheldon
Shell
Shelley
Shelton
Shen
Shepard
Shepherd
Sheridan
Sheriff
Sherlock
Sherman
Sherwood
Shi
Shia
Shield
Shields
Shin
Shine
Ship
Shipping
Ships
Shipyard
Shire
Shirley
Shit
Shiva
Shock
Shoes
Shoot
Shooting
Shop
Shopping
Shore
Short
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Shot
Should
Show
Showtime
Shreveport
Shrewsbury
Shri
Shrine
Shropshire
Shu
Shut
Shuttle
Si
Siberia
Siberian
Sichuan
Sicilian
Sicily
Sick
Sid
Side
Sidney
Siege
Siemens
Siena
Sienna
Sierra
Sigma
Sign
Signal
Sikh
Silas
Silence
Silent
Silesia
Silesian
Silicon
Silk
Silva
Silver
Similar
Similarly
Simmons
Simon
Simone
Simple
Simpson
Simpsons
Sims
Sin
Sinai
Sinatra
Since
Sinclair
Sindh
Sing
Singapore
Singer
Singers
Singh
Singing
Single
Singles
Sino
Sioux
Sir
Sirius
Sister
Sisters
Sit
Site
Sites
Sitting
Six
Sixteen
Sixth
Skating
Ski
Skills
Skin
Skinner
Skull
Sky
Skye
Slade
Slam
Slater
Slave
Slavic
Slayer
Sleep
Sleeping
Slim
Sloan
Sloane
Slovak
Slovakia
Slovene
Slovenia
Slovenian
Slow
Slowly
SmackDown
Small
Smart
Smile
Smiling
Smith
Smithsonian
Smoke
Snake
Snow
Snyder
So
Soap
Soccer
Social
Socialist
Societies
Society
Sociology
Sofia
Soft
Softball
Software
Sol
Solar
Soldier
Soldiers
Solid
Solo
Solomon
Solutions
Somali
Somalia
Some
Somebody
Somehow
Someone
Somerset
Something
Sometime
Sometimes
Somewhere
Son
Sonata
Song
Songs
Sonia
Sonic
Sonny
Sons
Sony
Soo
Soon
Sophia
Sophie
Sorry
Soto
Soul
Souls
Sound
Sounds
Soundtrack
Source
Sources
South
Southampton
Southeast
Southeastern
Southern
Southwest
Southwestern
Sovereign
Soviet
Soviets
Sox
Spa
Space
Spain
Spaniards
Spanish
Sparks
Sparta
Spartan
Spartans
Speak
Speaker
Speaking
Spears
Special
Specialist
Species
Specifically
Spectrum
Speech
Speed
Speedway
Spence
Spencer
Spider
Spike
Spin
Spirit
Spirits
Spiritual
Split
Spokane
Sport
Sporting
Sports
Spot
Spring
Springer
Springfield
Springs
Sprint
Spurs
Spy
Squad
Squadron
Square
Sr
Sri
St
Stacey
Stacy
Stade
Stadion
Stadium
Staff
Stafford
Staffordshire
Stage
Stakes
Stalin
Stamford
Stan
Stand
Standard
Standards
Standing
Stanford
Stanley
Stanton
Star
Stark
Starr
Stars
Start
Starting
State
Staten
States
Station
Stations
Statistical
Statistics
Status
Stay
Steam
Steel
Steele
Steelers
Stefan
Stefano
Stein
Steiner
Stella
Step
Stephan
Stephanie
Stephen
Stephens
Stephenson
Steps
Sterling
Stern
Steve
Steven
Stevens
Stevenson
Stevie
Stewart
Stick
Still
Sting
Stirling
Stock
Stockholm
Stockton
Stoke
Stokes
Stone
Stones
Stop
Store
Stores
Stories
Storm
Story
Straight
Strait
Straits
Strand
Strange
Stranger
Strasbourg
Strategic
Strategy
Stratford
Strauss
Stream
Street
Streets
Strike
String
Strings
Strip
Strong
Structure
Stuart
Student
Students
Studies
Studio
Studios
Study
Stupid
Stuttgart
Style
Styles
Styx
Su
Sub
Subcommittee
Submarine
Subsequent
Subsequently
Suburban
Subway
Success
Such
Sudan
Suddenly
Sue
Suez
Suffolk
Sufi
Sugar
Suicide
Suit
Suite
Sul
Sullivan
Sultan
Sultanate
Sumatra
Summer
Summers
Summit
Sumner
Sun
Sundance
Sunday
Sundays
Sunderland
Sung
Sunni
Sunny
Sunrise
Suns
Sunset
Sunshine
Super
Superintendent
Superior
Superman
Supply
Support
Supporting
Supreme
Sur
Sure
Surely
Surface
Surgery
Surrey
Survey
Survival
Survivor
Susan
Susannah
Susie
Sussex
Sustainable
Sutherland
Sutton
Suzanne
Suzuki
Sven
Swami
Swamp
Swan
Swansea
Sweat
Sweden
Swedish
Sweeney
Sweet
Swift
Swimming
Swindon
Swing
Swiss
Switzerland
Sword
Sydney
Syed
Sykes
Sylvester
Sylvia
Symphony
Symposium
Syndicate
Synod
Syracuse
Syria
Syriac
Syrian
System
Systems
T
TD
THE
TNA
TNT
TO
TV
TX
Ta
Tabitha
Table
Tacoma
Tactical
Tad
Taft
Tag
Tai
Taipei
Taiwan
Taiwanese
Tajikistan
Take
Takes
Taking
Talbot
Tale
Talent
Tales
Taliban
Talk
Talking
Tall
Tallinn
Talmud
Talon
Tam
Tamara
Tamil
Tammy
Tampa
Tan
Tanaka
Tang
Tango
Tank
Tanner
Tanya
Tanzania
Tao
Tara
Target
Tarzan
Task
Tasmania
Tasmanian
Taste
Tate
Tatiana
Tau
Tavern
Tax
Taylor
Tbilisi
Te
Tea
Teacher
Teachers
Teaching
Team
Teams
Tears
Teatro
Tech
Technical
Technologies
Technology
Ted
Teddy
Teen
Teenage
Tehran
Tel
Telangana
Telecom
Telecommunications
Telegraph
Telephone
Television
Tell
Telugu
Temeraire
Temple
Ten
Tennessee
Tennis
Terence
Teresa
Terminal
Terra
Terrace
Territorial
Territories
Territory
Terror
Terrorism
Terry
Tess
Tessa
Test
Testament
Testing
Tests
Tex
Texans
Texas
Text
Thai
Thailand
Thames
Than
Thank
Thankfully
Thanks
Thanksgiving
That
Thatcher
The
Theater
Theatre
Their
Them
Theme
Then
Theo
Theodor
Theodore
Theological
Theology
Theory
Therapy
There
Thereafter
Therefore
Theresa
These
Thessaloniki
They
Thin
Thing
Things
Think
Thinking
Third
Thirteen
Thirty
This
Thom
Thomas
Thompson
Thomson
Thor
Thorn
Thorne
Thornton
Thoroughbred
Thorpe
Those
Though
Thought
Thousand
Thousands
Three
Through
Throughout
Thunder
Thursday
Thus
Tibet
Tibetan
Tide
Tier
Tiffany
Tiger
Tigers
Till
Tim
Time
Times
Timor
Timothy
Tin
Tina
Tiny
Tipperary
Tirana
Titan
Titanic
Titans
Title
Tito
Titus
To
Tobacco
Tobago
Tobias
Toby
Today
Todd
Together
Tokugawa
Tokyo
Told
Toledo
Tolkien
Tom
Tomas
Tomatoes
Tomb
Tommy
Tomorrow
Tong
Tonga
Toni
Tonight
Tony
Too
Top
Tor
Torah
Tori
Torino
Toro
Toronto
Torre
Torres
Tory
Total
Tottenham
Touch
Toulouse
Tour
Touring
Tourism
Tournament
Tours
Toward
Towards
Tower
Towers
Town
Towns
Townsend
Township
Toy
Toyota
Trace
Track
Tracks
Tracy
Trade
Trading
Tradition
Traditional
Traditionally
Traffic
Trail
Train
Training
Trains
Trans
Transfer
Transformers
Transit
Translation
Transport
Transportation
Transylvania
Travel
Travis
Treasure
Treasurer
Treasury
Treatment
Treaty
Tree
Trees
Trek
Trent
Trenton
Trevor
Trey
Tri
Trial
Trials
Triangle
Tribal
Tribe
Tribunal
Tribune
Tribute
Trick
Trilogy
Trinidad
Trinity
Trio
Trip
Triple
Tripoli
Tristan
Triumph
Trojan
Troop
Troops
Trophy
Tropical
Trouble
Troy
Truck
True
Truman
Trump
Trust
Trustees
Truth
Try
Trying
Tsar
Tu
Tucker
Tucson
Tudor
Tuesday
Tulsa
Tunisia
Tunisian
Tunnel
Turbo
Turin
Turkey
Turkic
Turkish
Turks
Turn
Turner
Turning
Turnpike
Turtle
Tuscany
Twelve
Twenty
Twice
Twilight
Twin
Twins
Twitter
Two
Ty
Tyler
Tyne
Type
Typhoon
Typical
Typically
Tyrone
Tyson
U
U2
UAE
UC
UCI
UCLA
UEFA
UFC
UFO
UHF
UK
UN
UNESCO
UP
US
USA
USAF
USB
USC
USD
USL
USS
USSR
UTC
UV
Uganda
Uh
Ukraine
Ukrainian
Ulrich
Ulster
Ultimate
Ultimately
Ultra
Ulysses
Um
Un
Una
Unable
Uncle
Under
Underground
Understanding
Underwood
Underworld
Unfortunately
Unified
Union
Unionist
Unit
United
Units
Unity
Universal
Universe
Universidad
Universities
University
Unix
Unknown
Unless
Unlike
Until
Up
Updated
Upon
Upper
Uprising
Urban
Urdu
Ursula
Uruguay
Uruguayan
Us
Use
Used
Users
Using
Usually
Utah
Utrecht
Uttar
Uzbekistan
V
V8
VA
VC
VFL
VHS
VI
VII
VIII
VIP
VP
Val
Vale
Valencia
Valentine
Valerie
Valle
Valley
Valuable
Value
Vampire
Vampires
Van
Vance
Vancouver
Vanderbilt
Vanessa
Vanguard
Vargas
Variations
Variety
Various
Varsity
Vatican
Vaughan
Vaughn
Vega
Vegas
Vehicle
Velvet
Venetian
Venezuela
Venezuelan
Venice
Ventura
Venture
Ventures
Venus
Vera
Veracruz
Verde
Verdi
Verity
Verlag
Vermont
Vernon
Verona
Veronica
Versailles
Version
Very
Veterans
Veterinary
Via
Vic
Vicar
Vice
Vicente
Vickers
Vicky
Victor
Victoria
Victorian
Victory
Video
Vienna
Vietnam
Vietnamese
View
Vijay
Viking
Vikings
Viktor
Villa
Village
Ville
Vilnius
Vin
Vince
Vincent
Vincenzo
Vinci
Vinnie
Viola
Violence
Violet
Violin
Viper
Virgil
Virgin
Virginia
Virtual
Visa
Viscount
Vishnu
Vision
Visiting
Visitors
Vista
Visual
Vita
Viva
Vivian
Vlad
Vladimir
Vocal
Vocals
Vogue
Voice
Voiced
Voices
Vol
Volkswagen
Volleyball
Volume
Volunteer
Volunteers
Volvo
Von
Voyage
Voyager
Vuelta
W
WA
WC
WCW
WHO
WR
WTA
WWE
WWF
Wade
Wagner
Wait
Waiting
Wake
Wakefield
Walden
Wales
Walk
Walker
Walking
Wall
Wallace
Waller
Wallis
Walls
Wally
Walsh
Walt
Walter
Walters
Walton
Waltz
Wan
Wanda
Wanderers
Wang
Wanna
Want
Wanted
War
Ward
Warden
Ware
Warfare
Warm
Warner
Warning
Warren
Warrington
Warrior
Warriors
Wars
Warsaw
Warwick
Warwickshire
Was
Washington
Waste
Watch
Watching
Water
Waterford
Waterloo
Waters
Watford
Watkins
Watson
Watt
Watts
Wave
Way
Wayne
Ways
We
Weapons
Weather
Weaver
Web
Webb
Webber
Weber
Webster
Wedding
Wednesday
Week
Weekend
Weekly
Weeks
Wehrmacht
Wei
Weight
Weimar
Weir
Weird
Weiss
Welch
Welcome
Welfare
Well
Welles
Wellington
Wells
Welsh
Wembley
Wen
Wendell
Wendy
Wentworth
Were
Werner
Wes
Wesley
Wesleyan
West
Western
Westminster
Weston
Westphalia
Westwood
Wet
Wexford
Wharton
What
Whatever
Wheel
Wheeler
When
Whenever
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mounts
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went
werewolf
werewolves
west
western
westward
wet
wetland
wetlands
whale
whales
whatsoever
wheat
wheel
wheelchair
wheeled
wheels
whereabouts
whilst
whip
whipped
whipping
whirled
whiskey
whisper
whispered
whispering
whispers
whistle
white
whites
whitish
wholesale
wholly
whore
wicked
wicket
wickets
wide
widely
widen
widened
widening
wider
widespread
widow
widowed
width
wife
wild
wilderness
wildlife
wildly
willed
willing
willingly
willingness
win
wind
winding
window
windows
winds
windshield
wine
wines
wing
winged
winger
wings
wingspan
wink
winner
winners
winning
wins
winter
winters
wipe
wiped
wiping
wire
wired
wireless
wires
wisdom
wise
wish
wished
wishes
wishing
wit
witch
witches
withdraw
withdrawal
withdrawing
withdrawn
withdrew
withstand
witness
witnessed
witnesses
wives
wizard
woke
woken
wolf
wolves
woman
women
won
wonder
wondered
wonderful
wondering
wonders
wood
wooded
wooden
woodland
woods
wool
word
words
wore
work
worked
worker
workers
workforce
working
workplace
works
workshop
workshops
world
worlds
worldwide
worm
worms
worn
worried
worries
worry
worrying
worse
worship
worshipped
worst
worth
worthless
worthy
wound
wounded
wounds
woven
wrap
wrapped
wrapping
wraps
wrath
wreck
wreckage
wrecked
wrestled
wrestler
wrestlers
wrestling
wrinkled
wrist
wrists
write
writer
writers
writes
writing
writings
written
wrong
wrote
wrought
ya
yacht
yanked
yard
yards
yd
ye
yeah
year
yearly
years
yeast
yell
yelled
yelling
yellow
yellowish
yells
yer
yes
yesterday
yield
yielded
yielding
yields
yo
yoga
young
younger
youngest
youth
youthful
youths
z
zero
zinc
zipper
zombie
zombies
zone
zones
zoo
zu
zur
|

@Hannibal046
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@fabiopetroni Could you please check this ?

@Hannibal046
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Hannibal046 commented May 3, 2022 •
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The detailed difference about the vocab:
test ipynb — LAMA SSH: 2559 2022-05-03 10-37-54
test ipynb — LAMA SSH: 2559 2022-05-03 10-38-33
test ipynb — LAMA SSH: 2559 2022-05-03 10-38-56

@Hannibal046 Hannibal046 changed the title [🐛] Bug for SQUAD dataset 🐛Bug for common_vocab May 3, 2022
@Jaydenpis
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Same

@Yowyaz Yowyaz mentioned this issue Nov 30, 2022
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@johnroit johnroit mentioned this issue Dec 11, 2022
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@Asp123456789
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Hi, I encounter the same problem as in #10.
And I found the reason why 2 examples are filtered is that the obj_label are 1970s and 1990s. And in common_vocab_cased.txt generated by vocab_intersection.py, there are no 1970s and 1990s.

236: {"masked_sentences": ["Income inequality began to increase in the US in the [MASK]."], "obj_label": "1970s", "id": "57287b322ca10214002da3bf_0", "sub_label": "Squad"}
206: {"masked_sentences": ["The perception of Genghis Khan in Mongolia brightened in the [MASK]."], "obj_label": "1990s", "id": "5727404b708984140094db59_0", "sub_label": "Squad"}

嗨咯

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@Hannibal046 @Jaydenpis @Asp123456789 and others