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uuid (string)lineid (uint32)obj_uri (string)obj_label (string)sub_uri (string)sub_label (string)template (string)language (string)predicate_id (string)
"3fe3d4da-9df9-45ba-8109-784ce5fba38a"
0
"Q142"
"Frankryk"
"Q191954"
"President van Frankryk"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"466cc8c6-8770-4e5f-82e2-096816f17f71"
1
"Q16"
"Kanada"
"Q839078"
"Kategorie:Eerste Ministers van Kanada"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"5af6c1de-aa70-4290-abab-69115409a939"
9
"Q155"
"Brasilië"
"Q5176750"
"President van Brasilië"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"e1b02028-d626-4e46-b8df-1e933acd4dc4"
12
"Q408"
"Australië"
"Q319145"
"Eerste Minister van Australië"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"7e4e5c27-b5f0-414c-82d2-1f2689c23e58"
15
"Q16"
"Kanada"
"Q475689"
"Parlement van Kanada"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"0061461b-f8f1-413e-b4c9-00be4e06c405"
24
"Q801"
"Israel"
"Q133396"
"Knesset"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"23f0c357-bcae-4f69-8c9e-6830430ea558"
26
"Q38"
"Italië"
"Q796897"
"Eerste minister van Italië"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"eae3a145-23dc-4239-8fe4-e05cea9b484c"
32
"Q27"
"Republiek van Ierland"
"Q191827"
"Taoiseach"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"e97e884a-3ed6-4933-8665-29e8834ae811"
34
"Q17"
"Japan"
"Q274948"
"Eerste Minister van Japan"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"0270f683-5afb-42e2-a214-4a57a866fb32"
39
"Q36"
"Pole"
"Q98964"
"Sejm"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"63266dd8-b0ab-430f-beb7-fb99dbc82262"
40
"Q27"
"Republiek van Ierland"
"Q213702"
"President van Ierland"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"8af9009f-e17a-4233-a3d7-a449bc8216e1"
41
"Q408"
"Australië"
"Q259502"
"Australiese dollar"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"e18d3aa0-bb54-48c8-95a7-7afa1f29dbab"
125
"Q37"
"Litaue"
"Q374152"
"Seimas"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"c7d7d091-3a74-496f-86a3-00191dd2ccb2"
140
"Q22"
"Skotland"
"Q207365"
"Samhain"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"b9896a47-cf30-4b54-9281-2d25e7f12256"
146
"Q142"
"Frankryk"
"Q43192"
"Vlag van Frankryk"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"c8a39133-fcba-4353-9386-ef4f92a7e9f8"
155
"Q924"
"Tanzanië"
"Q7241291"
"President van Tanzanië"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"fd5b0cba-6878-443b-a506-de2948ceadde"
186
"Q183"
"Duitsland"
"Q154797"
"Bundestag"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"f439a2d1-83af-448e-8023-659c9f18b50e"
192
"Q405"
"Maan"
"Q256608"
"Ruimteverdrag"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"ea75a81c-dd9b-441c-b4af-e8b84f4283db"
196
"Q39"
"Switserland"
"Q688230"
"President van die Switserse Konfederasie"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"13e13dee-49f8-4f99-8e22-1457456a78df"
204
"Q183"
"Duitsland"
"Q25223"
"President van Duitsland"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"dce28929-5b9e-44e9-9d4d-7d538af93ba7"
218
"Q55"
"Nederland"
"Q2395172"
"Romeins-Hollandse reg"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"59fb9fb3-841f-428f-8b43-a83d66d8b453"
219
"Q1030"
"Namibië"
"Q2395172"
"Romeins-Hollandse reg"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"3c79dc0f-8760-4681-a211-619021a2f6b3"
220
"Q963"
"Botswana"
"Q2395172"
"Romeins-Hollandse reg"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"2fbe9c20-86e6-4490-95b6-9b0c1d5297bc"
221
"Q954"
"Zimbabwe"
"Q2395172"
"Romeins-Hollandse reg"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"e961a70f-dbe4-4262-a87b-16b62c9c5872"
222
"Q734"
"Guyana"
"Q2395172"
"Romeins-Hollandse reg"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"87c7b70a-63c0-455b-b8d0-66736c00f17c"
223
"Q252"
"Indonesië"
"Q2395172"
"Romeins-Hollandse reg"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"69ad5da9-fa9a-458b-aab4-1ff59b0f8b29"
261
"Q869"
"Thailand"
"Q12376089"
"Eerste Minister van Thailand"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"9677d23b-1d8e-4579-ad07-cdc5834464a7"
271
"Q39"
"Switserland"
"Q124020"
"Vlag van Switserland"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"95b45098-2eab-42c1-b54c-a5a195a85d1d"
291
"Q334"
"Singapoer"
"Q483659"
"Vlag van Singapoer"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"6ec741de-22f0-448b-83c5-7f6cf3a2b988"
300
"Q159"
"Rusland"
"Q16611"
"Vlag van Rusland"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"67d359ee-5894-4f57-b77f-781f333fda9c"
304
"Q16"
"Kanada"
"Q80110"
"Vlag van Kanada"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"ff41bf94-c205-4bf8-9f00-b33c1b1db01d"
321
"Q782"
"Hawaii"
"Q219726"
"Vlag van Hawaii"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"a3e1f557-973f-4ab5-b396-a5b47ff89d26"
327
"Q55"
"Nederland"
"Q46585"
"Vlag van Nederland"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"0009473c-a993-457d-8460-420da07ad524"
345
"Q766"
"Jamaika"
"Q172517"
"Vlag van Jamaika"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"8527c1ce-9d16-45bc-bf73-2af256faab78"
346
"Q414"
"Argentinië"
"Q130774"
"vlag van Argentinië"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"19597ee4-0197-4342-8c64-c062b5c673a1"
350
"Q1033"
"Nigerië"
"Q500282"
"President van Nigerië"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"764075cc-4a15-4877-bfc4-814ba8dd8dd8"
356
"Q20"
"Noorweë"
"Q83149"
"Vlag van Noorweë"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"b41d42c3-cc77-4a1d-a2a2-42473353154b"
389
"Q17"
"Japan"
"Q208233"
"Keiser van Japan"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"12977c8c-1660-4037-8735-9034495cc294"
415
"Q22"
"Skotland"
"Q102392"
"Vlag van Skotland"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"f2d51f89-c951-4b46-a63a-418c43859b14"
433
"Q43"
"Turkye"
"Q81952"
"Vlag van Turkye"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"c49f42ff-5a91-4ccf-bdb7-6ad21d84a401"
435
"Q833"
"Maleisië"
"Q168935"
"Vlag van Maleisië"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"fe87abfd-0ee4-484f-a4b5-5741b64a24c6"
442
"Q241"
"Kuba"
"Q163008"
"Vlag van Kuba"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"c16906f5-412d-4453-b01e-2ddcb55acfaf"
451
"Q881"
"Viëtnam"
"Q131204"
"vlag van Viëtnam"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"93a951ef-dc6a-46ba-b93b-4ab11353bb6f"
452
"Q750"
"Bolivië"
"Q134874"
"Vlag van Bolivia"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"de9383c7-b3cf-4e75-b5af-783ddba9e21a"
455
"Q22"
"Skotland"
"Q1623403"
"Hogmanay"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"7d4a646a-f56e-4f5c-b9cb-cd5d85191820"
456
"Q668"
"Indië"
"Q41673"
"Vlag van Indië"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"5b380644-2990-40c8-a30e-366595cbe765"
468
"Q114"
"Kenia"
"Q14784066"
"President van Kenia"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"82abc7f6-9d3e-49e8-93db-4fbab66f8bdc"
484
"Q142"
"Frankryk"
"Q1285463"
"Prefek"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"28deb10a-4867-4856-b611-266163044ec4"
488
"Q1045"
"Somalië"
"Q159538"
"Vlag van Somalië"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"ecb8f657-5e27-4dba-a16f-79d274796bad"
495
"Q252"
"Indonesië"
"Q11755916"
"President van Indonesië"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"3353f218-c192-4123-b91e-0c98409f4dde"
496
"Q649"
"Moskou"
"Q3339281"
"Regering van Moskou"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"bac0ecb8-d8d1-4762-9adc-6ef6bc88771e"
528
"Q865"
"Republiek van Sjina"
"Q173535"
"Vlag van die Republiek China"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"7ae7b5d1-735b-486e-8deb-b89e074c46c9"
539
"Q408"
"Australië"
"Q81676"
"Vlag van Australië"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"c2148de8-608e-475c-89c5-b92d314bc421"
543
"Q790"
"Haïti"
"Q102987"
"Vlag van Haïti"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"51a0f822-3049-4d95-8d40-47e585327096"
604
"Q222"
"Albanië"
"Q48409"
"Vlag van Albanië"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"5140d1de-f53a-4c79-8fe2-0a331d6e1b1f"
611
"Q183"
"Duitsland"
"Q48160"
"Vlag van Duitsland"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"729e860d-d76f-4095-92d4-446d35e86a0b"
616
"Q1016"
"Libië"
"Q34599"
"Vlag van Libië"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"0dc1aa38-c737-4f61-a7f8-a4cd3d9bbe06"
631
"Q1030"
"Namibië"
"Q647198"
"President van Namibië"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"6e822058-a0f6-4a29-8e21-e2ba6c5159cf"
633
"Q928"
"Filippyne"
"Q134627"
"Vlag van die Filippyne"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"8919032d-be82-417e-a8e6-dda030d717b7"
635
"Q183"
"Duitsland"
"Q37251"
".de"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"cc87fd46-9d49-4c74-9308-e14b224c6fb2"
636
"Q1020"
"Malawi"
"Q15921529"
"President van Malawi"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"ca52a80b-b07a-44a8-bfba-566d1c9fe231"
644
"Q843"
"Pakistan"
"Q128347"
"Vlag van Pakistan"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"6890d213-3556-4f42-b345-db5b5cc94619"
673
"Q17252"
"Tibet"
"Q731338"
"Vlag van Tibet"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"4b395ee9-3165-44e8-8719-e962d41ec997"
683
"Q183"
"Duitsland"
"Q674827"
"Strafgesetzbuch"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"ca100d86-b674-4ac8-92df-4db651a07cf3"
685
"Q96"
"Meksiko"
"Q122462"
"Vlag van Meksiko"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"c345bd12-52f7-49d7-8591-80741d900214"
690
"Q17"
"Japan"
"Q43175"
"vlag van Japan"
"[X] is 'n wettige term in [Y]."
"af"
"P1001"
"7d58f005-5166-4af7-a2e0-c960de153441"
0
"Q8078"
"logika"
"Q7251"
"Alan Turing"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"0b4ba343-e8e2-468a-9b16-810b2d444d4c"
3
"Q5891"
"filosofie"
"Q83041"
"Anaxagoras"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"08931acc-cca1-46d2-a1e8-9a1cd36fe514"
5
"Q245068"
"Komediant"
"Q4119"
"Adam Carolla"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"02b93e45-cd80-42e8-9492-d8258c05fde5"
6
"Q1114448"
"spotprenttekenaar"
"Q2060191"
"Al Capp"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"afebc65d-e332-48cd-a2fe-b6ae8eeb7365"
7
"Q8162"
"taalwetenskappe"
"Q331853"
"Benjamin Lee Whorf"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"9c30b25e-4394-4ac1-844a-1dcc2a9c8c98"
14
"Q34178"
"teologie"
"Q37577"
"Johannes Calvyn"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"c03550ce-c038-480b-8ba8-3d0565f9e2e6"
16
"Q413"
"fisika"
"Q1454986"
"natuurkundige stelsel"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"363d0a28-28f6-406d-b2d8-8727287172f0"
18
"Q8162"
"taalwetenskappe"
"Q2621452"
"Charles F. Hockett"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"4bd7cfbb-cc28-4c9e-aeeb-e51e11d2a879"
19
"Q1114448"
"spotprenttekenaar"
"Q1340213"
"Garry Trudeau"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"e28de294-6d8a-4ccf-acc2-03ecc70033d1"
20
"Q8087"
"Meetkunde"
"Q41585"
"David Hilbert"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"27585f83-bfbf-4c4d-9297-b28d5829db25"
21
"Q1344"
"Opera"
"Q1511"
"Richard Wagner"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"b08d1f0f-8c73-4b08-9a8f-ffa83f39fb69"
22
"Q8087"
"Meetkunde"
"Q8747"
"Euklides"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"29fb052d-7ef6-4658-9172-cf7e508d2212"
23
"Q21201"
"sosiologie"
"Q9387"
"Max Weber"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"951dff35-940e-4076-a2b4-da20c78200fb"
24
"Q9418"
"sielkunde"
"Q58632"
"Hans Eysenck"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"10406c15-82a3-4fed-a532-3c8b59d96534"
27
"Q333"
"sterrekunde"
"Q183397"
"Fred Hoyle"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"7aa085f3-bc0a-4668-843f-46c65365387a"
28
"Q514"
"anatomie"
"Q8778"
"Galen"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"8db5e487-470f-4c19-a471-dfabc5591b8f"
29
"Q521"
"Fisiologie"
"Q93128"
"William Harvey"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"11286754-ad67-4a7c-b266-f1fee9c5c7af"
30
"Q9134"
"mitologie"
"Q295516"
"Joseph Campbell"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"ade647e5-ef1f-4285-a125-835ee2106c00"
32
"Q23498"
"argeologie"
"Q133682"
"Howard Carter"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"c1ea25b2-e7c9-4bc9-9f28-f2fe5747cf7b"
33
"Q23498"
"argeologie"
"Q57106"
"Heinrich Schliemann"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"a7d90645-9b70-450a-9b02-d3182c7382ae"
36
"Q395"
"wiskunde"
"Q935"
"Isaac Newton"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"b59f6666-daaf-4c90-a654-094dd9524478"
37
"Q2329"
"chemie"
"Q16571"
"Justus von Liebig"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"5a90a76e-cd1c-46d6-b6c1-8e25f2a465e5"
40
"Q21201"
"sosiologie"
"Q9061"
"Karl Marx"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"d6c292ef-07a2-4711-b71b-c306fe82b6cc"
50
"Q8134"
"ekonomie"
"Q9387"
"Max Weber"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"2a7b190a-b405-40ed-9ab1-1f681bce1734"
52
"Q2329"
"chemie"
"Q8750"
"Michael Faraday"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"e375212b-c9bb-40a2-9215-6af841a91549"
53
"Q5113"
"voël"
"Q44703"
"ornitologie"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"ebb0476e-df25-4594-b5be-164491f55530"
55
"Q395"
"wiskunde"
"Q214544"
"Bonaventura Cavalieri"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"110f05e1-2ccc-451b-8d77-fcad83f84cf7"
56
"Q395"
"wiskunde"
"Q307"
"Galileo Galilei"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"3822534d-f55c-4c3c-96fa-ab2d6623edd5"
61
"Q41425"
"Ballet"
"Q211513"
"Sergei Diaghilef"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"12f7f113-6d74-470c-8345-9ffb4ff952e1"
66
"Q333"
"sterrekunde"
"Q43027"
"Edwin Hubble"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"48fba4f0-e527-4418-aab8-c0d7da883745"
71
"Q413"
"fisika"
"Q935"
"Isaac Newton"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"0d31b202-a4dc-42e0-8067-13938039b7f3"
77
"Q336"
"Wetenskap"
"Q46857"
"wetenskaplike metode"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"2db8fa58-85d3-4b4d-aba9-cf9bd4a3dd00"
80
"Q11409"
"apartheid"
"Q214473"
"Steve Biko"
"[X] werk op die gebied van [Y]."
"af"
"P101"
"6c9a2b0d-05a4-4ecd-83cc-6e3587e9058d"
82
"Q1114448"
"spotprenttekenaar"
"Q43994"
"Matt Groening"
"[X] werk op die gebied van [Y]."
"af"
"P101"
End of preview (truncated to 100 rows)

Dataset Card for [Dataset Name]

Dataset Summary

This dataset provides the data for mLAMA, a multilingual version of LAMA. Regarding LAMA see https://github.com/facebookresearch/LAMA. For mLAMA the TREx and GoogleRE part of LAMA was considered and machine translated using Google Translate, and the Wikidata and Google Knowledge Graph API. The machine translated templates were checked for validity, i.e., whether they contain exactly one '[X]' and one '[Y]'.

This data can be used for creating fill-in-the-blank queries like "Paris is the capital of [MASK]" across 53 languages. For more details see the website http://cistern.cis.lmu.de/mlama/ or the github repo https://github.com/norakassner/mlama.

Supported Tasks and Leaderboards

Language model knowledge probing.

Languages

This dataset contains data in 53 languages: af,ar,az,be,bg,bn,ca,ceb,cs,cy,da,de,el,en,es,et,eu,fa,fi,fr,ga,gl,he,hi,hr,hu,hy,id,it,ja,ka,ko,la,lt,lv,ms,nl,pl,pt,ro,ru,sk,sl,sq,sr,sv,ta,th,tr,uk,ur,vi,zh

Dataset Structure

For each of the 53 languages and each of the 43 relations/predicates there is a set of triples.

Data Instances

For each language and relation there are triples, that consists of an object, a predicate and a subject. For each predicate there is a template available. An example for dataset["test"][0] is given here:

{
'language': 'af',
'lineid': 0, 
'obj_label': 'Frankryk', 
'obj_uri': 'Q142', 
'predicate_id': 'P1001', 
'sub_label': 'President van Frankryk', 
'sub_uri': 'Q191954', 
'template': "[X] is 'n wettige term in [Y].", 
'uuid': '3fe3d4da-9df9-45ba-8109-784ce5fba38a'
}

Data Fields

Each instance has the following fields

  • "uuid": a unique identifier
  • "lineid": a identifier unique to mlama
  • "obj_id": knowledge graph id of the object
  • "obj_label": surface form of the object
  • "sub_id": knowledge graph id of the subject
  • "sub_label": surface form of the subject
  • "template": template
  • "language": language code
  • "predicate_id": relation id

Data Splits

There is only one partition that is labelled as 'test data'.

Dataset Creation

Curation Rationale

The dataset was translated into 53 languages to investigate knowledge in pretrained language models multilingually.

Source Data

Initial Data Collection and Normalization

The data has several sources:

LAMA (https://github.com/facebookresearch/LAMA) licensed under Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) T-REx (https://hadyelsahar.github.io/t-rex/) licensed under Creative Commons Attribution-ShareAlike 4.0 International License Google-RE (https://github.com/google-research-datasets/relation-extraction-corpus) Wikidata (https://www.wikidata.org/) licensed under Creative Commons CC0 License and Creative Commons Attribution-ShareAlike License

Who are the source language producers?

See links above.

Annotations

Annotation process

Crowdsourced (wikidata) and machine translated.

Who are the annotators?

Unknown.

Personal and Sensitive Information

Names of (most likely) famous people who have entries in Google Knowledge Graph or Wikidata.

Considerations for Using the Data

Data was created through machine translation and automatic processes.

Social Impact of Dataset

[More Information Needed]

Discussion of Biases

[More Information Needed]

Other Known Limitations

Not all triples are available in all languages.

Additional Information

Dataset Curators

The authors of the mLAMA paper and the authors of the original datasets.

Licensing Information

The Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0). https://creativecommons.org/licenses/by-nc-sa/4.0/

Citation Information

@article{kassner2021multilingual,
  author    = {Nora Kassner and
               Philipp Dufter and
               Hinrich Sch{\"{u}}tze},
  title     = {Multilingual {LAMA:} Investigating Knowledge in Multilingual Pretrained
               Language Models},
  journal   = {CoRR},
  volume    = {abs/2102.00894},
  year      = {2021},
  url       = {https://arxiv.org/abs/2102.00894},
  archivePrefix = {arXiv},
  eprint    = {2102.00894},
  timestamp = {Tue, 09 Feb 2021 13:35:56 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2102-00894.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org},
  note      = {to appear in EACL2021}
}

Contributions

Thanks to @pdufter for adding this dataset.

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