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1 class
places_country.csv
United States of America
shares border with
Mexico
Q30
P47
Q96
Which place shares a border with United States of America?
What is the shares border with of United States of America?
Mexico
2,435
1,894
4,329
Two: Canada and Mexico
1
0.64
12
6,967,972
2,149
false
places_country.csv
People's Republic of China
shares border with
India
Q148
P47
Q668
Which place shares a border with People's Republic of China?
What is the shares border with of People's Republic of China?
India
1,891
2,305
4,196
India
1
1
9
13,195,842
2,089
false
places_country.csv
Papua New Guinea
shares border with
Australia
Q691
P47
Q408
Which place shares a border with Papua New Guinea?
What is the shares border with of Papua New Guinea?
Australia
1,823
2,369
4,192
Indonesia, Australia
1
0.75
8
9,345,148
2,079
false
places_country.csv
Australia
shares border with
Papua New Guinea
Q408
P47
Q691
Which place shares a border with Australia?
What is the shares border with of Australia?
Papua New Guinea
2,369
1,823
4,192
Indonesia and Papua New Guinea
1
0.89
4
9,345,148
2,079
false
human_entrepreneur.csv
Michael Jackson
country of citizenship
United States of America
Q2831
P27
Q30
What is the country of citizenship of Michael Jackson?
What is the country of citizenship of Michael Jackson?
United States of America
1,353
2,435
3,788
United States of America
1
1
627,386
903,613
1,816
false
places_country.csv
Germany
shares border with
Poland
Q183
P47
Q36
Which place shares a border with Germany?
What is the shares border with of Germany?
Poland
2,009
1,642
3,651
Poland, Denmark, Czech Republic, Austria,
1
0.7
14
13,303,775
1,817
false
places_country.csv
Spain
shares border with
France
Q29
P47
Q142
Which place shares a border with Spain?
What is the shares border with of Spain?
France
1,636
1,864
3,500
France
1
1
26
15,236,467
1,747
false
places_country.csv
Denmark
shares border with
Germany
Q35
P47
Q183
Which place shares a border with Denmark?
What is the shares border with of Denmark?
Germany
1,442
2,009
3,451
Germany
1
1
16
12,406,123
1,703
false
places_city.csv
Singapore
shares border with
Indonesia
Q334
P47
Q252
Which place shares a border with Singapore?
What is the shares border with of Singapore?
Indonesia
1,249
2,191
3,440
Indonesia
1
1
9
3,922,847
1,655
false
places_country.csv
Sweden
shares border with
Finland
Q34
P47
Q33
Which place shares a border with Sweden?
What is the shares border with of Sweden?
Finland
1,623
1,639
3,262
Norway and Finland
1
0.81
4
3,856,183
1,632
false
places_country.csv
India
continent
Asia
Q668
P30
Q48
What is the continent of India?
What is the continent of India?
Asia
2,305
893
3,198
Asia
1
1
51,906
18,112,118
1,436
false
places_country.csv
Russia
shares border with
Latvia
Q159
P47
Q211
Which place shares a border with Russia?
What is the shares border with of Russia?
Latvia
1,929
1,248
3,177
Norway, Finland, Estonia, Latvia, Lithuania
1
0.75
4
8,677,611
1,553
false
places_country.csv
Indonesia
located in or next to body of water
Pacific Ocean
Q252
P206
Q98
Which body of water is Indonesia located in or next to?
What is the located in or next to body of water of Indonesia?
Pacific Ocean
2,191
974
3,165
Pacific Ocean
1
1
3,052
1,797,569
1,462
false
places_country.csv
France
capital
Paris
Q142
P36
Q90
What is the capital of France?
What is the capital of France?
Paris
1,864
1,233
3,097
Paris
1
1
30
18,469,897
1,517
false
places_country.csv
Turkey
shares border with
Azerbaijan
Q43
P47
Q227
Which place shares a border with Turkey?
What is the shares border with of Turkey?
Azerbaijan
1,801
1,267
3,068
Bulgaria, Georgia, Armenia, Azerbaijan,
1
0.75
9
3,656,759
1,512
false
places_country.csv
Poland
shares border with
Czech Republic
Q36
P47
Q213
Which place shares a border with Poland?
What is the shares border with of Poland?
Czech Republic
1,642
1,342
2,984
Czech Republic, Germany, Slovakia, Ukraine,
1
0.73
7
3,056,382
1,485
false
places_country.csv
Syria
shares border with
Turkey
Q858
P47
Q43
Which place shares a border with Syria?
What is the shares border with of Syria?
Turkey
1,161
1,801
2,962
Turkey, Iraq
1
0.87
17
7,045,713
1,447
false
places_country.csv
Portugal
shares border with
Spain
Q45
P47
Q29
Which place shares a border with Portugal?
What is the shares border with of Portugal?
Spain
1,316
1,636
2,952
Spain
1
1
12
6,034,040
1,468
false
places_country.csv
Austria
shares border with
Hungary
Q40
P47
Q28
Which place shares a border with Austria?
What is the shares border with of Austria?
Hungary
1,457
1,486
2,943
Czech Republic, Slovakia, Hungary, Slovenia,
1
0.71
12
2,717,565
1,472
false
places_country.csv
Mexico
shares border with
Belize
Q96
P47
Q242
Which place shares a border with Mexico?
What is the shares border with of Mexico?
Belize
1,894
1,032
2,926
Guatemala and Belize
1
0.87
4
6,510,772
1,399
false
places_country.csv
Ireland
shares border with
United Kingdom
Q27
P47
Q145
Which place shares a border with Ireland?
What is the shares border with of Ireland?
United Kingdom
1,192
1,722
2,914
United Kingdom
1
1
12
7,319,074
1,434
false
places_country.csv
United Kingdom
shares border with
Ireland
Q145
P47
Q27
Which place shares a border with United Kingdom?
What is the shares border with of United Kingdom?
Ireland
1,722
1,192
2,914
Ireland
1
1
3
7,319,074
1,434
false
places_country.csv
Belgium
shares border with
Luxembourg
Q31
P47
Q32
Which place shares a border with Belgium?
What is the shares border with of Belgium?
Luxembourg
1,671
1,238
2,909
Netherlands, Germany, Luxembourg
1
0.83
13
1,975,028
1,439
false
places_country.csv
Switzerland
shares border with
Austria
Q39
P47
Q40
Which place shares a border with Switzerland?
What is the shares border with of Switzerland?
Austria
1,452
1,457
2,909
Austria, France, Germany, Italy
1
0.75
14
3,740,273
1,455
false
business_brand.csv
Toyota
country
Japan
Q53268
P17
Q17
What is the country of Toyota?
What is the country of Toyota?
Japan
1,293
1,609
2,902
Japan
1
1
377,270
10,513,058
1,443
false
places_country.csv
Canada
official language
English
Q16
P37
Q1860
What is the official language of Canada?
What is the official language of Canada?
English
1,957
929
2,886
English and French
1
0.78
2,215
28,042,722
1,349
false
places_country.csv
Uruguay
shares border with
Brazil
Q77
P47
Q155
Which place shares a border with Uruguay?
What is the shares border with of Uruguay?
Brazil
1,144
1,722
2,866
Argentina and Brazil
1
0.72
14
5,313,648
1,405
false
places_country.csv
Philippines
shares border with
Malaysia
Q928
P47
Q833
Which place shares a border with Philippines?
What is the shares border with of Philippines?
Malaysia
1,461
1,380
2,841
Taiwan, Vietnam, Malaysia, and Indonesia
1
0.63
9
3,136,734
1,421
false
places_country.csv
Malta
shares border with
Italy
Q233
P47
Q38
Which place shares a border with Malta?
What is the shares border with of Malta?
Italy
1,159
1,669
2,828
Italy
1
1
10
6,106,513
1,392
false
places_country.csv
Nigeria
shares border with
Benin
Q1033
P47
Q962
Which place shares a border with Nigeria?
What is the shares border with of Nigeria?
Benin
1,713
1,087
2,800
Benin, Chad, Cameroon
1
0.81
4
1,579,929
1,366
false
places_country.csv
Lebanon
shares border with
Israel
Q822
P47
Q801
Which place shares a border with Lebanon?
What is the shares border with of Lebanon?
Israel
1,257
1,538
2,795
Syria and Israel
1
0.76
9
11,082,727
1,391
false
places_country.csv
Israel
shares border with
Lebanon
Q801
P47
Q822
Which place shares a border with Israel?
What is the shares border with of Israel?
Lebanon
1,538
1,257
2,795
Egypt, Jordan, Lebanon, Syria, Gaza Strip
1
0.66
2
11,082,727
1,391
false
places_country.csv
Peru
shares border with
Colombia
Q419
P47
Q739
Which place shares a border with Peru?
What is the shares border with of Peru?
Colombia
1,405
1,313
2,718
Bolivia, Brazil, Colombia, Ecuador,
1
0.68
8
1,971,081
1,359
false
places_country.csv
Italy
capital
Rome
Q38
P36
Q220
What is the capital of Italy?
What is the capital of Italy?
Rome
1,669
1,035
2,704
Rome
1
1
24
9,632,689
1,315
false
places_country.csv
Thailand
shares border with
Myanmar
Q869
P47
Q836
Which place shares a border with Thailand?
What is the shares border with of Thailand?
Myanmar
1,427
1,233
2,660
Cambodia, Laos, Myanmar, Malaysia
1
0.72
6
2,107,608
1,327
false
places_country.csv
Pakistan
shares border with
Afghanistan
Q843
P47
Q889
Which place shares a border with Pakistan?
What is the shares border with of Pakistan?
Afghanistan
1,283
1,376
2,659
Afghanistan, Iran, China
1
0.74
10
6,399,710
1,330
false
places_country.csv
Hungary
shares border with
Slovakia
Q28
P47
Q214
Which place shares a border with Hungary?
What is the shares border with of Hungary?
Slovakia
1,486
1,167
2,653
Czech Republic, Slovakia, Austria, Serbia,
1
0.78
6
1,402,162
1,318
false
places_country.csv
Argentina
shares border with
Bolivia
Q414
P47
Q750
Which place shares a border with Argentina?
What is the shares border with of Argentina?
Bolivia
1,463
1,184
2,647
Chile and Bolivia
1
0.81
6
1,931,298
1,317
false
places_country.csv
Czech Republic
capital
Prague
Q213
P36
Q1085
What is the capital of Czech Republic?
What is the capital of Czech Republic?
Prague
1,342
1,298
2,640
Prague
1
1
23
1,168,915
1,321
false
places_city.csv
Toronto
country
Canada
Q172
P17
Q16
What is the country of Toronto?
What is the country of Toronto?
Canada
679
1,954
2,633
Canada
1
1
518,973
14,161,422
1,153
false
places_country.csv
Malaysia
shares border with
Singapore
Q833
P47
Q334
Which place shares a border with Malaysia?
What is the shares border with of Malaysia?
Singapore
1,380
1,249
2,629
Indonesia and Singapore
1
0.79
5
3,895,653
1,314
false
places_country.csv
Morocco
shares border with
Algeria
Q1028
P47
Q262
Which place shares a border with Morocco?
What is the shares border with of Morocco?
Algeria
1,229
1,391
2,620
Algeria and Western Sahara
1
0.8
8
1,042,074
1,308
false
places_country.csv
Greece
shares border with
North Macedonia
Q41
P47
Q221
Which place shares a border with Greece?
What is the shares border with of Greece?
North Macedonia
1,441
1,176
2,617
Bulgaria, North Macedonia, Albania, and
1
0.8
12
2,381,766
1,303
false
places_country.csv
Ecuador
shares border with
Peru
Q736
P47
Q419
Which place shares a border with Ecuador?
What is the shares border with of Ecuador?
Peru
1,195
1,405
2,600
Colombia and Peru
1
0.78
6
1,589,888
1,297
false
places_country.csv
Latvia
shares border with
Estonia
Q211
P47
Q191
Which place shares a border with Latvia?
What is the shares border with of Latvia?
Estonia
1,248
1,334
2,582
Estonia and Lithuania
1
0.83
2
692,326
1,291
false
places_country.csv
Finland
continent
Europe
Q33
P30
Q46
What is the continent of Finland?
What is the continent of Finland?
Europe
1,639
932
2,571
Europe
1
1
39,229
16,158,028
1,237
false
places_country.csv
Algeria
shares border with
Tunisia
Q262
P47
Q948
Which place shares a border with Algeria?
What is the shares border with of Algeria?
Tunisia
1,391
1,150
2,541
Libya and Tunisia
1
0.83
4
837,774
1,266
false
places_country.csv
Azerbaijan
shares border with
Armenia
Q227
P47
Q399
Which place shares a border with Azerbaijan?
What is the shares border with of Azerbaijan?
Armenia
1,267
1,261
2,528
Turkey, Georgia, Armenia, Iran
1
0.77
10
868,956
1,265
false
places_country.csv
South Korea
shares border with
North Korea
Q884
P47
Q423
Which place shares a border with South Korea?
What is the shares border with of South Korea?
North Korea
1,264
1,251
2,515
North Korea
1
1
5
3,007,977
1,258
false
places_country.csv
North Korea
shares border with
South Korea
Q423
P47
Q884
Which place shares a border with North Korea?
What is the shares border with of North Korea?
South Korea
1,251
1,264
2,515
China, South Korea, Russia
1
0.75
3
3,007,977
1,258
false
places_country.csv
Brazil
continent
South America
Q155
P30
Q18
What is the continent of Brazil?
What is the continent of Brazil?
South America
1,722
756
2,478
South America
1
1
791
5,842,432
1,142
false
places_country.csv
Uganda
shares border with
Democratic Republic of the Congo
Q1036
P47
Q974
Which place shares a border with Uganda?
What is the shares border with of Uganda?
Democratic Republic of the Congo
1,180
1,289
2,469
Democratic Republic of the Congo, Rwanda, Tanzania,
1
0.81
10
868,408
1,234
false
places_country.csv
Egypt
shares border with
Libya
Q79
P47
Q1016
Which place shares a border with Egypt?
What is the shares border with of Egypt?
Libya
1,332
1,137
2,469
Libya and Sudan
1
0.85
7
6,394,017
1,232
false
places_country.csv
Romania
shares border with
Moldova
Q218
P47
Q217
Which place shares a border with Romania?
What is the shares border with of Romania?
Moldova
1,408
1,060
2,468
Ukraine, Moldova, Bulgaria, Serbia,
1
0.78
5
1,051,130
1,223
false
places_country.csv
Albania
shares border with
Montenegro
Q222
P47
Q236
Which place shares a border with Albania?
What is the shares border with of Albania?
Montenegro
1,363
1,035
2,398
Montenegro and Kosovo
1
0.8
7
590,982
1,189
false
places_country.csv
Kenya
shares border with
Tanzania
Q114
P47
Q924
Which place shares a border with Kenya?
What is the shares border with of Kenya?
Tanzania
1,212
1,172
2,384
Ethiopia, South Sudan, Uganda, Tanzania
1
0.77
11
1,706,123
1,193
false
places_city.csv
Vladivostok
country
Russia
Q959
P17
Q159
What is the country of Vladivostok?
What is the country of Vladivostok?
Russia
453
1,929
2,382
Russia
1
1
503,425
8,434,803
936
false
places_country.csv
Bangladesh
member of
United Nations
Q902
P463
Q1065
What is Bangladesh a member of?
What is the member of Bangladesh?
United Nations
1,327
1,031
2,358
144 permanent and 4 sectors of the United Nations
1
0.69
232
2,975,776
1,171
false
places_country.csv
South Africa
shares border with
Namibia
Q258
P47
Q1030
Which place shares a border with South Africa?
What is the shares border with of South Africa?
Namibia
1,314
1,041
2,355
Namibia, Botswana, Zimbabwe, Mozambique
1
0.77
4
2,756,334
1,171
false
places_country.csv
Japan
significant event
World War II
Q17
P793
Q362
What is the significant event of Japan?
What is the significant event of Japan?
World War II
1,609
743
2,352
World War II defeat (1945)
1
0.8
158
11,848,775
1,094
false
places_country.csv
Vietnam
shares border with
Cambodia
Q881
P47
Q424
Which place shares a border with Vietnam?
What is the shares border with of Vietnam?
Cambodia
1,241
1,110
2,351
Laos, Cambodia, China
1
0.82
5
3,996,009
1,175
false
places_country.csv
Democratic Republic of the Congo
shares border with
Central African Republic
Q974
P47
Q929
Which place shares a border with Democratic Republic of the Congo?
What is the shares border with of Democratic Republic of the Congo?
Central African Republic
1,289
1,055
2,344
Nine countries: Central African Republic, Republic of the
1
0.85
7
185,053
1,167
false
places_country.csv
Myanmar
shares border with
Laos
Q836
P47
Q819
Which place shares a border with Myanmar?
What is the shares border with of Myanmar?
Laos
1,233
1,109
2,342
India, Bangladesh, China, Laos, and Thailand
1
0.63
6
847,406
1,170
false
places_country.csv
Iraq
shares border with
Syria
Q796
P47
Q858
Which place shares a border with Iraq?
What is the shares border with of Iraq?
Syria
1,165
1,161
2,326
Turkey, Syria, Iran, Jordan, Saudi Arabia
1
0.69
7
8,616,952
1,164
false
places_country.csv
Croatia
shares border with
Bosnia and Herzegovina
Q224
P47
Q225
Which place shares a border with Croatia?
What is the shares border with of Croatia?
Bosnia and Herzegovina
1,192
1,129
2,321
Hungary, Serbia, Bosnia and Herzegovina
1
0.82
4
760,027
1,161
false
places_country.csv
Ghana
shares border with
Burkina Faso
Q117
P47
Q965
Which place shares a border with Ghana?
What is the shares border with of Ghana?
Burkina Faso
1,144
1,175
2,319
Burkina Faso, Côte d'I
1
0.87
7
964,265
1,160
false
places_country.csv
Afghanistan
shares border with
Turkmenistan
Q889
P47
Q874
Which place shares a border with Afghanistan?
What is the shares border with of Afghanistan?
Turkmenistan
1,376
922
2,298
Pakistan, Iran, Turkmenistan, Uzbekistan
1
0.81
5
2,807,582
1,127
false
places_country.csv
Norway
member of
NATO
Q20
P463
Q7184
What is Norway a member of?
What is the member of Norway?
NATO
1,495
791
2,286
27% of the NATO
1
0.74
32
3,104,179
1,088
false
places_country.csv
Lesotho
shares border with
South Africa
Q1013
P47
Q258
Which place shares a border with Lesotho?
What is the shares border with of Lesotho?
South Africa
965
1,314
2,279
South Africa
1
1
6
2,620,481
1,127
false
places_country.csv
Cameroon
shares border with
Republic of the Congo
Q1009
P47
Q971
Which place shares a border with Cameroon?
What is the shares border with of Cameroon?
Republic of the Congo
1,307
954
2,261
Republic of the Congo, Central African Republic, Chad
1
0.87
5
463,615
1,118
false
places_country.csv
Bolivia
shares border with
Paraguay
Q750
P47
Q733
Which place shares a border with Bolivia?
What is the shares border with of Bolivia?
Paraguay
1,184
1,058
2,242
Brazil, Paraguay, Argentina, Chile, and
1
0.63
4
683,189
1,120
false
places_country.csv
Bahrain
shares border with
Saudi Arabia
Q398
P47
Q851
Which place shares a border with Bahrain?
What is the shares border with of Bahrain?
Saudi Arabia
1,014
1,227
2,241
Saudi Arabia
1
1
9
1,881,674
1,116
false
places_city.csv
Stockholm
capital of
Sweden
Q1754
P1376
Q34
What is Stockholm the capital of?
What is the capital of Stockholm?
Sweden
605
1,623
2,228
Stockholm is the capital of Sweden
1
0.61
1
3,228,259
992
false
places_country.csv
Chad
shares border with
Niger
Q657
P47
Q1032
Which place shares a border with Chad?
What is the shares border with of Chad?
Niger
1,140
1,079
2,219
Central African Republic, Libya, Niger, Nigeria,
1
0.74
9
3,240,138
1,110
false
places_country.csv
Somalia
shares border with
Ethiopia
Q1045
P47
Q115
Which place shares a border with Somalia?
What is the shares border with of Somalia?
Ethiopia
975
1,240
2,215
Ethiopia
1
1
10
1,308,750
1,101
false
places_city.csv
Lhasa
country
People's Republic of China
Q5869
P17
Q148
What is the country of Lhasa?
What is the country of Lhasa?
People's Republic of China
312
1,891
2,203
Tibet (People's Republic of China)
1
0.73
1,013,924
248,572
770
false
places_country.csv
Ethiopia
shares border with
Eritrea
Q115
P47
Q986
Which place shares a border with Ethiopia?
What is the shares border with of Ethiopia?
Eritrea
1,240
960
2,200
Djibouti, Eritrea,
1
0.81
4
952,037
1,092
false
places_country.csv
Venezuela
shares border with
Guyana
Q717
P47
Q734
Which place shares a border with Venezuela?
What is the shares border with of Venezuela?
Guyana
1,240
955
2,195
Brazil, Colombia, Guyana, and Guyana
1
0.7
4
1,355,760
1,089
false
places_country.csv
Namibia
shares border with
Angola
Q1030
P47
Q916
Which place shares a border with Namibia?
What is the shares border with of Namibia?
Angola
1,041
1,143
2,184
Angola, Botswana, South Africa
1
0.78
5
497,973
1,092
false
places_city.csv
Liège
country
Belgium
Q3992
P17
Q31
What is the country of Liège?
What is the country of Liège?
Belgium
514
1,669
2,183
Belgium
1
1
127,309
1,633,686
927
false
places_city.csv
Bangkok
capital of
Thailand
Q1861
P1376
Q869
What is Bangkok the capital of?
What is the capital of Bangkok?
Thailand
751
1,422
2,173
Thailand
1
1
1
2,017,234
1,034
false
places_country.csv
Iran
head of state
Ali Khamenei
Q794
P35
Q57336
What is the head of state of Iran?
What is the head of state of Iran?
Ali Khamenei
1,573
599
2,172
Ali Khamenei
1
1
1
7,943,990
972
false
places_country.csv
Mozambique
shares border with
Zimbabwe
Q1029
P47
Q954
Which place shares a border with Mozambique?
What is the shares border with of Mozambique?
Zimbabwe
1,097
1,058
2,155
Zambia and Zimbabwe
1
0.85
4
942,989
1,078
false
places_country.csv
Trinidad and Tobago
shares border with
Venezuela
Q754
P47
Q717
Which place shares a border with Trinidad and Tobago?
What is the shares border with of Trinidad and Tobago?
Venezuela
903
1,240
2,143
Venezuela
1
1
13
1,309,626
1,059
false
human_writer.csv
Karl Marx
place of death
London
Q9061
P20
Q84
What is the place of death of Karl Marx?
What is the place of death of Karl Marx?
London
1,130
1,011
2,141
London, UK
1
0.9
14,438
15,743,678
1,070
false
places_country.csv
Saudi Arabia
shares border with
Kuwait
Q851
P47
Q817
Which place shares a border with Saudi Arabia?
What is the shares border with of Saudi Arabia?
Kuwait
1,227
906
2,133
Jordon, Iraq, Kuwait, Qatar, United
1
0.75
3
2,044,209
1,055
false
places_country.csv
United Arab Emirates
shares border with
Oman
Q878
P47
Q842
Which place shares a border with United Arab Emirates?
What is the shares border with of United Arab Emirates?
Oman
1,184
946
2,130
Oman and Saudi Arabia
1
0.86
8
578,663
1,059
false
places_country.csv
Madagascar
shares border with
Mozambique
Q1019
P47
Q1029
Which place shares a border with Madagascar?
What is the shares border with of Madagascar?
Mozambique
1,031
1,097
2,128
Oman, Mozambique, South Africa, Tanzania
1
0.69
8
602,201
1,064
false
places_city.csv
Lagos
capital of
Nigeria
Q8673
P1376
Q1033
What is Lagos the capital of?
What is the capital of Lagos?
Nigeria
415
1,712
2,127
No, Lagos is a state in Nigeria, doesn
1
0.65
2
1,693,665
844
false
places_country.csv
Colombia
named after
Christopher Columbus
Q739
P138
Q7322
Who or what is Colombia named after?
What is the named after of Colombia?
Christopher Columbus
1,313
812
2,125
Christopher Columbus
1
1
142
1,083,786
1,034
false
places_country.csv
Burkina Faso
continent
Africa
Q965
P30
Q15
What is the continent of Burkina Faso?
What is the continent of Burkina Faso?
Africa
1,175
943
2,118
Africa
1
1
28,573
8,531,990
1,054
false
human_writer.csv
John F. Kennedy
unmarried partner
Marilyn Monroe
Q9696
P451
Q4616
What is the unmarried partner of John F. Kennedy?
What is the unmarried partner of John F. Kennedy?
Marilyn Monroe
958
1,157
2,115
Marilyn Monroe
1
1
1
311,729
1,054
false
places_country.csv
Zimbabwe
shares border with
Botswana
Q954
P47
Q963
Which place shares a border with Zimbabwe?
What is the shares border with of Zimbabwe?
Botswana
1,058
1,029
2,087
Botswana, Mozambique, South Africa, and
1
0.8
4
878,637
1,044
false
places_city.csv
Amsterdam
country
Netherlands
Q727
P17
Q55
What is the country of Amsterdam?
What is the country of Amsterdam?
Netherlands
744
1,336
2,080
Netherlands
1
1
488,596
3,876,468
998
false
places_country.csv
Netherlands
capital
Amsterdam
Q55
P36
Q727
What is the capital of Netherlands?
What is the capital of Netherlands?
Amsterdam
1,336
744
2,080
Amsterdam
1
1
8
3,876,468
998
false
places_country.csv
Kazakhstan
shares border with
Kyrgyzstan
Q232
P47
Q813
Which place shares a border with Kazakhstan?
What is the shares border with of Kazakhstan?
Kyrgyzstan
1,082
996
2,078
Russia, China, Kyrgyzstan, Uzbekistan
1
0.76
4
507,606
1,039
false
places_country.csv
Kyrgyzstan
shares border with
Kazakhstan
Q813
P47
Q232
Which place shares a border with Kyrgyzstan?
What is the shares border with of Kyrgyzstan?
Kazakhstan
996
1,082
2,078
Kazakhstan, China, Uzbekistan, Taj
1
0.73
5
507,606
1,039
false
human_writer.csv
Joe Biden
work location
Washington, D.C.
Q6279
P937
Q61
What is the work location of Joe Biden?
What is the work location of Joe Biden?
Washington, D.C.
959
1,111
2,070
1600 Pennsylvania Avenue, Washington D
0.666667
0.61
13,086
921,787
1,033
false
places_country.csv
Senegal
shares border with
Mauritania
Q1041
P47
Q1025
Which place shares a border with Senegal?
What is the shares border with of Senegal?
Mauritania
1,064
1,003
2,067
Mauritania
1
1
6
428,661
1,034
false
places_country.csv
Guinea
shares border with
Sierra Leone
Q1006
P47
Q1044
Which place shares a border with Guinea?
What is the shares border with of Guinea?
Sierra Leone
1,073
982
2,055
Sierra Leone, Liberia, Côte d'I
1
0.84
2
1,125,643
1,027
false
End of preview. Expand in Data Studio

DUET: Anatomy of Unlearning

Update (2026-10-23). This version refines the Wikidata metadata (entity IDs and the popularity scores derived from them) and the wording of some questions. Affected rows were replaced, keeping split sizes and proportions. Numbers in papers that used the earlier version may differ slightly; the previous version is available under the tag v1.0.

Models fine-tuned and unlearned on DUET are in the collection DUET: Anatomy of Unlearning.

DUET_LLM extends DUET (Anatomy of Unlearning, Findings of ACL 2026, arxiv:2602.19612) with LLM-based popularity scores and corpus frequencies.

DUET_LLM

Companion of SwetieePawsss/DUET with extra popularity signals and the splits used for the popularity-proxy ablations of AdaPop. Rows of the shared split names are identical to DUET (same facts, same questions, same order). DUET_LLM adds the columns below.

Fields

All DUET fields (see the DUET card), plus:

Field Type Description
triple_pop int In the llm_city* splits: popularity of the fact judged by an LLM, from 0 to 10000 (v1.1: Claude Haiku, one pass per split, see below). In all other splits: the number of Wikidata items that share the fact's property and object (independent of the subject).
corpus_freq int Count of the subject label plus count of the object label in Pile-train, infini-gram index v4_piletrain_llama. -1 means not computed.
w_pop_sum int sqrt((pop_subject + 1) * (pop_object + 1)), rounded to the nearest integer

All questions were checked for grammar.

LLM-judge scores. The judge sees the fact (subject, relation, object) only, with the prompt of the AdaPop paper, and gives one score per fact. llm_city10_*_score, _score_seed42 and _score_seed219 are three separate Claude Haiku passes over the same facts (pass 1, 2 and 3). llm_city5_*_score holds pass 1. Averaging the three is left to the code that uses them. In v1.0 the three splits were three separate gpt-oss-20b runs (the AdaPop paper names the seeds 1, 42 and 219).

Splits

  • city_*, forget_{popular,rare}_strict_170, holdout_{popular,rare}_object_neighbours and paraphrases_city_forget_{rare,popular}_5: the same rows as the DUET splits of the same name, with the columns above. The DUET card says what each group is for.
  • llm_city10_{popular,rare}_score, _score_seed42, _score_seed219: the facts of DUET city_forget_{popular,rare}_10 with an LLM-judge score in triple_pop, one Claude Haiku pass per split.
  • llm_city5_{popular,rare}_score: the facts of DUET city_forget_{popular,rare}_5 with the pass-1 score.
Split Examples
forget_popular_strict_170 170
forget_rare_strict_170 170
holdout_popular_object_neighbours 469
holdout_rare_object_neighbours 56
city_full 8,317
city_forget_rare_1 96
city_forget_popular_1 96
city_retain_intersection_98 8,125
city_retain_intersection_90 7,331
city_retain_intersection_80 6,297
city_fast_retain_500 500
city_fast_retain_1500 1,500
paraphrases_city_forget_rare_5 964
paraphrases_city_forget_popular_5 964
llm_city5_rare_score 482
llm_city5_popular_score 482
llm_city10_rare_score 965
llm_city10_popular_score 965
llm_city10_rare_score_seed42 965
llm_city10_popular_score_seed42 965
llm_city10_rare_score_seed219 965
llm_city10_popular_score_seed219 965

Film splits (config film)

Load with load_dataset("SwetieePawsss/DUET_LLM", "film"). Each row is one fact film → director (Wikidata P57) with the question "Who directed the film ?", where the year is the earliest publication date of the film.</p> <ul> <li><strong>Rare and popular.</strong> A film is <em>rare</em> if its Wikidata item has at most 1 sitelink and <em>popular</em> if it has at least 20 sitelinks (October 2026).</li> <li><strong>Pairs.</strong> Each row of <code>forget_rare_film</code> is paired with the row of <code>forget_popular_film</code> that has the same <code>pair_id</code>: the two films have the same director (so the same answer) and the same film type, and the rows are stored in the same order. A director contributes at most 3 pairs. The mean question length in tokens differs by less than 3% between the two splits for the Llama-3.1, Qwen2.5 and Gemma-3 tokenizers.</li> <li><strong>Train / held-out.</strong> <code>split_role</code> assigns whole directors to <code>train</code> or <code>heldout</code>, so no director appears in both.</li> <li><strong>Retain.</strong> <code>retain_film</code> holds films by other directors (no film, title or director shared with the forget splits), released up to 2023, with the same question template and the same mix of film types, one film per director, sampled at random among films with at least one Wikipedia article.</li> <li><strong>Filters.</strong> The film has exactly one director (a person with an English label); the title does not contain the director's name (rule-based check, then an LLM check with Claude Haiku on all three splits that drops a row when the title contains a cue pointing to its director; cues pointing to another person are kept and flagged); title and year identify the film; editions, parts and making-of items are excluded.</li> <li><strong>Gold check.</strong> Each director was compared with the film's Wikipedia article: the English article when there is one, otherwise an article in another language. The infobox director field was used; for articles without that field, the opening text. Pairs with a film that could not be confirmed this way were not included. <code>gold_check_basis</code> and <code>gold_check_source</code> record the basis and the article for each row.</li> <li><strong>Paraphrase splits.</strong> <code>paraphrase_<split></code> holds two paraphrases of every question of <code><split></code> (train, held-out and retain rows), written by Claude Haiku with the paraphrase prompt of the default config's <code>paraphrases_*</code> splits, and checked automatically: the title and the year appear verbatim, the director's name (and surname) does not appear, it is one question, and it differs from the original and from the other paraphrase; failures were regenerated. A Haiku grammar pass followed, with each proposed correction checked again for meaning before it was applied. <code>variant</code> is 1 or 2.</li> <li><strong>Attack splits.</strong> <code>attack_<split></code> holds, for every question of <code><split></code>, twelve attacked prompts (<code>attack_type</code>). Repetition attack: the question repeated k + 1 times in one user turn, separated by newlines (<code>repetition_k1</code>, <code>repetition_k2</code>, <code>repetition_k4</code>; <code>variant</code> = k). Nine adversarial types modelled on RWKU's Level-3 probes: <code>rwku_prefix_injection</code>, <code>rwku_role_play</code>, <code>rwku_context_hint</code>, <code>rwku_synonym_manipulation</code> and <code>rwku_reverse_query</code> are rewrites by Claude Haiku that use only the title, the year and the film type (an automatic check rejects added genre, country, nationality, era or fame words); <code>rwku_cross_lingual</code> is "Please answer in English. " followed by a Haiku translation (<code>attack_language</code>); <code>rwku_affirmative_suffix</code> is the question followed by " Absolutely, the answer is:"; <code>rwku_in_context_learning</code> puts one question and answer about the film type before the question; <code>rwku_multiple_choice</code> is the question followed by "Is it A, B, or C?", with the director and two directors of other films from the same decade, the director's position given in <code>mc_gold_position</code>. Apart from that single option, no attack row contains the director's name, surname or an alias, or another film by the same director; failures were regenerated.</li> <li><strong>Fact frequency.</strong> <code>fact_freq</code> = ln(1 + <code>cooc_count</code>), where <code>cooc_count</code> is the infini-gram count of the query <code><title> AND <director></code> (both strings within 100 tokens, index <code>v4_piletrain_llama</code>); <code>cooc_approx</code> marks approximate counts (a term more frequent than the API's clause limit). <code>generic_title</code> marks titles of at most 3 characters or whose exact or lowercase count is at least 1,000,000.</li> </ul> <div class="max-w-full overflow-auto"> <table> <thead><tr> <th>Field</th> <th>Description</th> </tr> </theader> <tbody><tr> <td><code>subjectLabel</code>, <code>subject_qid</code></td> <td>film title and Wikidata ID</td> </tr> <tr> <td><code>objectLabel</code>, <code>object_qid</code>, <code>answer</code></td> <td>director and Wikidata ID; <code>answer</code> is the director's English label</td> </tr> <tr> <td><code>relation</code>, <code>property_pid</code></td> <td><code>director</code>, <code>P57</code></td> </tr> <tr> <td><code>year</code>, <code>film_type</code></td> <td>year used in the question; Wikidata class of the film (film, short film, television film, ...)</td> </tr> <tr> <td><code>subject_sitelinks</code>, <code>object_sitelinks</code></td> <td>Wikidata sitelinks of the film and of the director</td> </tr> <tr> <td><code>infinigram_title</code></td> <td>count of the exact title in Pile-train, infini-gram index <code>v4_piletrain_llama</code></td> </tr> <tr> <td><code>pop_subject</code>, <code>pop_object</code>, <code>pop_sum</code>, <code>geometric_pop_sum</code></td> <td>Wikidata popularity as in DUET: sitelinks + identifiers + statements of the film item and of the director item (October 2026); their sum; <code>sqrt((pop_subject + 1) * (pop_object + 1))</code>, rounded (the formula of <code>w_pop_sum</code> in the default config)</td> </tr> <tr> <td><code>judge_haiku</code>, <code>judge_haiku_passes</code></td> <td>LLM-judge popularity (0 to 10000, same prompt as the <code>llm_city*</code> splits): mean of three Claude Haiku passes, rounded, and the three scores</td> </tr> <tr> <td><code>question_tokens_*</code>, <code>answer_tokens_*</code></td> <td>question and answer length in tokens for the Llama-3.1, Qwen2.5 and Gemma-3 tokenizers</td> </tr> <tr> <td><code>pair_id</code>, <code>split_role</code>, <code>popularity_group</code></td> <td>pair index (empty in <code>retain_film</code>); <code>train</code>, <code>heldout</code> or <code>retain</code>; <code>rare</code>, <code>popular</code> or <code>retain</code></td> </tr> <tr> <td><code>gold_check_basis</code>, <code>gold_check_source</code></td> <td><code>infobox</code> or <code>opening text</code>; URL of the Wikipedia article used</td> </tr> <tr> <td><code>question_original</code>, <code>variant</code>, <code>attack_type</code></td> <td>template question; paraphrase index or k (empty in the base splits); attack name (empty outside the attack splits)</td> </tr> <tr> <td><code>attack_language</code>, <code>mc_gold_position</code></td> <td>language of the <code>rwku_cross_lingual</code> prompt; position (1 to 3) of the director among the options of <code>rwku_multiple_choice</code> (empty otherwise)</td> </tr> <tr> <td><code>fact_freq</code>, <code>cooc_count</code>, <code>cooc_approx</code>, <code>title_count</code>, <code>director_count</code>, <code>generic_title</code></td> <td>fact frequency (see above); infini-gram counts of the title and of the director</td> </tr> <tr> <td><code>leak_cue_present</code>, <code>leak_cue</code>, <code>leak_person</code></td> <td>output of the LLM title check: whether the title contains a cue pointing to a person who could be the director, the cue, and the person named</td> </tr> <tr> <td><code>leak_cue_other_person</code>, <code>leak_cue_is_whole_title</code></td> <td>the cue points to someone other than the director (kept); the cue is the whole title (kept)</td> </tr> </tbody> </table> </div> <div class="max-w-full overflow-auto"> <table> <thead><tr> <th>Split</th> <th>Examples</th> </tr> </theader> <tbody><tr> <td><code>forget_popular_film</code></td> <td>546 (411 train, 135 held-out)</td> </tr> <tr> <td><code>forget_rare_film</code></td> <td>546 (411 train, 135 held-out)</td> </tr> <tr> <td><code>retain_film</code></td> <td>546</td> </tr> <tr> <td><code>paraphrase_forget_popular_film</code>, <code>paraphrase_forget_rare_film</code>, <code>paraphrase_retain_film</code></td> <td>1,092 each (2 per fact)</td> </tr> <tr> <td><code>attack_forget_popular_film</code>, <code>attack_forget_rare_film</code>, <code>attack_retain_film</code></td> <td>6,552 each (12 per fact)</td> </tr> </tbody> </table> </div> <h2 class="relative group flex items-baseline"> <a id="animal-splits-config-animal" class="block pr-1.5 text-lg md:absolute md:p-1.5 md:opacity-0 md:group-hover:opacity-100 md:right-full" href="#animal-splits-config-animal" > <span class="header-link"><!--[--><svg class="text-gray-500 hover:text-black dark:hover:text-gray-200 w-4" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg><!--]--></span> </a> <span> Animal splits (config <code>animal</code>) </span> </h2> <p>Load with <code>load_dataset("SwetieePawsss/DUET_LLM", "animal")</code>. Each row is one fact <em>breed → country of origin</em> (Wikidata P495) with the question "Which country does the <species> breed <name> originate from?".</p> <ul> <li><strong>Rare and popular.</strong> A breed is <em>rare</em> if its Wikidata item has at most 3 sitelinks and <em>popular</em> if it has at least 8 (October 2026).</li> <li><strong>Pairs.</strong> Each row of <code>forget_rare_animal</code> is paired with the row of <code>forget_popular_animal</code> that has the same <code>pair_id</code>: the two breeds have the same country of origin (so the same answer), and the rows are stored in the same order. The species is the same in 40 of the 103 pairs.</li> <li><strong>Train / held-out.</strong> <code>split_role</code> assigns 2/7 of the pairs to <code>heldout</code>, drawn within each country; a country can appear in both roles.</li> <li><strong>Retain.</strong> <code>retain_animal</code> holds breeds that are in no pair and whose country is not the answer of any forget row, sampled at random among breeds that pass the same checks, with the same question template.</li> <li><strong>Filters.</strong> One country of origin; the breed name does not reveal its country (LLM check with Claude Haiku; a name read as pointing to another country is kept and flagged).</li> <li><strong>Gold check.</strong> The country was compared with the breed's Wikipedia article (English when there is one, otherwise another language): the infobox origin field, or the opening text for articles without that field. A code of the gold country (e.g. "CHN") or a region fully inside it counts as a match; regions spanning several countries, contested regions and "Indian subcontinent" do not. Pairs with a breed that could not be confirmed were not included.</li> </ul> <p>Known limits:</p> <ul> <li>The species mix differs between the groups (rare: mostly sheep, horses and cattle; popular: mostly dogs, horses and cats).</li> <li>The popularity gap is smaller than in <code>film</code> (sitelinks median 2 vs 16).</li> <li>The answers are countries, which are easier to guess than director names.</li> <li>Some breed names may hint at the country through their language.</li> </ul> <div class="max-w-full overflow-auto"> <table> <thead><tr> <th>Field</th> <th>Description</th> </tr> </theader> <tbody><tr> <td><code>subjectLabel</code>, <code>subject_qid</code></td> <td>breed name (English Wikidata label) and Wikidata ID</td> </tr> <tr> <td><code>objectLabel</code>, <code>object_qid</code>, <code>answer</code></td> <td>country of origin and Wikidata ID; <code>answer</code> is the country's English label</td> </tr> <tr> <td><code>relation</code>, <code>property_pid</code>, <code>species</code></td> <td><code>country of origin</code>, <code>P495</code>; species of the breed</td> </tr> <tr> <td><code>subject_sitelinks</code></td> <td>Wikidata sitelinks of the breed</td> </tr> <tr> <td><code>infinigram_label</code></td> <td>count of the exact name in Pile-train, infini-gram index <code>v4_piletrain_llama</code></td> </tr> <tr> <td><code>pop_subject</code>, <code>pop_object</code>, <code>pop_sum</code>, <code>geometric_pop_sum</code></td> <td>Wikidata popularity as in DUET: sitelinks + identifiers + statements of the breed item and of the country item (October 2026); their sum; <code>sqrt((pop_subject + 1) * (pop_object + 1))</code>, rounded (the formula of <code>w_pop_sum</code> in the default config)</td> </tr> <tr> <td><code>judge_haiku</code>, <code>judge_haiku_passes</code></td> <td>LLM-judge popularity (0 to 10000, same prompt as the <code>llm_city*</code> splits): mean of three Claude Haiku passes, rounded, and the three scores</td> </tr> <tr> <td><code>question_tokens_*</code>, <code>answer_tokens_*</code></td> <td>question and answer length in tokens for the Llama-3.1, Qwen2.5 and Gemma-3 tokenizers</td> </tr> <tr> <td><code>pair_id</code>, <code>split_role</code>, <code>popularity_group</code></td> <td>pair index (empty in <code>retain_animal</code>); <code>train</code>, <code>heldout</code> or <code>retain</code>; <code>rare</code>, <code>popular</code> or <code>retain</code></td> </tr> <tr> <td><code>gold_check_basis</code>, <code>gold_check_source</code></td> <td><code>infobox</code>, <code>opening text</code>, <code>infobox (country code)</code> or <code>infobox (region in the gold country)</code>; URL of the Wikipedia article used</td> </tr> <tr> <td><code>leak_name_readable</code>, <code>leak_country</code>, <code>leak_cue</code></td> <td>output of the LLM name check: whether a country can be read off the name, which one, and the cue</td> </tr> <tr> <td><code>leak_name_points_to_other_country</code></td> <td>the name was read as pointing to a country other than the answer (kept)</td> </tr> </tbody> </table> </div> <div class="max-w-full overflow-auto"> <table> <thead><tr> <th>Split</th> <th>Examples</th> </tr> </theader> <tbody><tr> <td><code>forget_popular_animal</code></td> <td>103 (77 train, 26 held-out)</td> </tr> <tr> <td><code>forget_rare_animal</code></td> <td>103 (77 train, 26 held-out)</td> </tr> <tr> <td><code>retain_animal</code></td> <td>103</td> </tr> </tbody> </table> </div> <h2 class="relative group flex items-baseline"> <a id="notes" class="block pr-1.5 text-lg md:absolute md:p-1.5 md:opacity-0 md:group-hover:opacity-100 md:right-full" href="#notes" > <span class="header-link"><!--[--><svg class="text-gray-500 hover:text-black dark:hover:text-gray-200 w-4" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg><!--]--></span> </a> <span> Notes </span> </h2> <ul> <li>Popularity is measured in Wikidata as the number of sitelinks, external identifiers and statements of each entity, a measure of how well documented the entity is. Values for entities updated in v1.1 were retrieved in October 2026.</li> <li>Entities are linked to Wikidata automatically through labels and statements.</li> <li><code>answer_contains_subject</code> marks facts whose answer includes the subject's name, for example a municipality named after its town. It lets you include or exclude such facts as needed.</li> <li>The technical change log is in <a href="/datasets/SwetieePawsss/DUET_LLM/blob/main/CHANGELOG.md" rel="nofollow">CHANGELOG.md</a>.</li> </ul> <h2 class="relative group flex items-baseline"> <a id="citation" class="block pr-1.5 text-lg md:absolute md:p-1.5 md:opacity-0 md:group-hover:opacity-100 md:right-full" href="#citation" > <span class="header-link"><!--[--><svg class="text-gray-500 hover:text-black dark:hover:text-gray-200 w-4" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg><!--]--></span> </a> <span> Citation </span> </h2> <pre><code class="language-bibtex">@inproceedings{borisiuk-etal-2026-anatomy, title = "Anatomy of Unlearning: The Dual Impact of Fact Salience and Model Fine-Tuning", author = "Borisiuk, Anna and Savchenko, Andrey and Panchenko, Alexander and Tutubalina, Elena", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-acl.1287/", doi = "10.18653/v1/2026.findings-acl.1287", pages = "25846--25859", ISBN = "979-8-89176-395-1", } </code></pre> <h2 class="relative group flex items-baseline"> <a id="license" class="block pr-1.5 text-lg md:absolute md:p-1.5 md:opacity-0 md:group-hover:opacity-100 md:right-full" href="#license" > <span class="header-link"><!--[--><svg class="text-gray-500 hover:text-black dark:hover:text-gray-200 w-4" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg><!--]--></span> </a> <span> License </span> </h2> <p>MIT</p>

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