African-African Parallel Sentences
Collection
Collection of sentence pairs or parallel corpus across African Languages for machine translation.
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703 items
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Updated
Dataset Viewer
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1.25
| Tsonga
stringlengths 9
496
| Tumbuka
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499
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1.249977
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Ngauri zwo ambelwa vhoinwi na vhana vhanu na vhothe vha re kule, vhane Murena Mudzimu washu a do vha vhidza.
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39Kwaviya chilagano chiya chilaganiligwa kwa ichimu chenu na wanenu na kwa wanhu wose wokala kutali, kwa wanhu wose wotangigwa na Mndewa Mulungu wetu."
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1.249943
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Arali Adamu o vha o sikwa uri mafheleloni a fe, tsevho ya Mudzimu yo vha i sa ḓo vha ya ndeme.
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Usange Adamu wakalengeka kuti paumaliro wafwenge, mphanyi chenjezgo ilo Chiuta wakamuphalira likaŵa lambura kupulikikwa.
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1.249923
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"NTSHOVELO i wukulu, kambe vatirhi a hi vangani.
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'Vuna yikaŵa yinandi chomene, kweni ŵantchito ŵakaŵa ŵachoko.'
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1.249792
|
19Inwi vhanna funani vhasadzi vhaṋu, ni songo vha na tshiṱuhu.
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19 Imwe ŵafumu, lutilirani kutemwa ŵawoli ŵinu+ ndipo mungaŵanga ŵakali* kwa iwo yayi.+
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1.249653
|
Jesu i no tlhamusela aku: "Ma katekile a mahlo ya n'wina, hakuva ma wona; ni tindleve ta n'wina, hakuva tazwa.
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Yesu wakati: "Imwe muli ŵakukondwa chifukwa maso ghinu ghakuwona, ndipo makutu ghinu ghakupulika.
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1.249611
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Endzhaku ka swona, ndzi vona tintsumi ta mune ti yimile ematlhelweni ya mune ya misava ti sivela mimoya ya mune ya misava leswaku moya ni wun'we, wu nga tshuki wu hungela emisaveni ni le lwandle, hambi ku ri emurhini wu ri wun'we.
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7 Pamanyuma pa ichi, nkhawona ŵangelo ŵanayi ŵimilira pa makona ghanayi gha charu chapasi, ŵakakoleska mphepo zinayi za charu chapasi, mwakuti mphepo yileke kuputa pa charu chapasi panji pa nyanja panji pa khuni lililose.
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1.249599
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"Mi nga rhandzi misava kumbe swilo leswi nga emisaveni.
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'Mungatemwanga charu chara nesi vinthu ivyo vili mu charu.
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1.249583
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Xiya vanhu vambirhi lava endleke tano.
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Tiyeni tiwone ŵanthu ŵanyake ŵaŵiri awo ŵakachita nthena.
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1.249576
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Hi ndlela leyi, Muxe a va a hetile ntirho wa kona.
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Ntheura Mozesi wakamalizga mulimo wose.
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1.249522
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Swi tano ni hi un'wana ni un'wana loyi a velekiweke hi moya."
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Ntheura ndimo waliri waliyose uyo wababika na mzimu."
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1.249508
|
Ndi dzifhio dziṅwe nḓila dzine na nga dzi shumisa musi ni tshi ita vhurabeli ha muṱa?
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Kasi mungacita wuli kuti nyengo iyo mukusopa na mbumba yiŵenge yakunozga?
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1.249501
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Naswona n'wina mi basile, kambe ku nga ri hinkwenu."
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Ndipo imwe mwaŵanthu muli ŵakutowa, kweni mose chara."
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1.249451
|
Xana mina ni varhandziwa va mina hi va ni Vugandzeri bya Ndyangu bya nimadyambu vhiki ni vhiki?'
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Kasi ine na mbumba yane, tikuŵa na Nyengo Yakusopera ya Mbumba sabata yiliyose?'
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1.249366
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Yehova o nthusa nga nḓila yo khetheaho u bva nga January 1957.
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Kwambira mu Janyuwale 1957, Yehova wanovwira mu nthowa yapadera comene.
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1.249343
|
"A Hi Hanyi Hi 1937"
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"Tichali mu 1937 Yayi"
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1.249324
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U te: 'Mi nga suki eYerusalema.
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Wakati kwa iwo: 'Mungafumangamo yayi mu Yerusalemu.
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1.249307
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ndzi ta endla na vona ntwanano lowu nga ta va kona hilaha ku nga heriki.
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Ndipo nichitenge nawo phangano lamuyirayira.+
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1.249268
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Byebyo a ku ri vukati byo sungula.
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Iyi ndiyo yikaŵa nthengwa yakwamba.
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1.249141
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Munhu loyi a tlulaka Nawu wa Muxe u dlawa a nga tsetseleriwanga, loko vumbhoni bya vanhu va mbirhi kumbe va nharhu byi humesiwile.
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28 Munthu waliyose uyo wayuyura Dango la Mozesi wakukomeka kwambura kumuchitira lusungu para pali ukaboni wa ŵanthu ŵaŵiri panji ŵatatu.+
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1.2491
|
5:14-16) Tsha vhuvhili, yeneyi nzudzanyo i thusa muitazwivhi o rembuluwaho uri a dovhe a takalelwe nga Mudzimu na u iledza u dovholola tshivhi.
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5:14-16) Chachiŵiri, ndondomeko iyi yikovwira munthu uyo walapa kuti waŵeso paubwezi na Chiuta, kweniso kuti waleke kuchitaso kwananga.
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1.249025
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Bibele yi ri: "Ku ta va ni ku pfuxiwa ka lava lulameke ni ka lava nga lulamangiki."
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Nakuti Baibolo likuti kuzamuŵa "ciwuka ca ŵarunji na ŵambura urunji wuwo."
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1.248912
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U guda Lucambodia zwo vha zwi tshi konḓa.
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Cikaŵa cakusuzga comene kusambira ciyowoyero ca ku Cambodia ici.
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1.248869
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Loti ni ngango wakwe va wa nonoka ku huma, kasike a tingelosi ti lo va khoma hi mawoko ti va humesa doropeni.
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Loti na mbumba yake ŵakacedwanga kunyamuka, mwantheura ŵangelo ŵakaŵakora mawoko na kuŵafumiska mu msumba.
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1.248762
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Naa hu na thero i bvaho Bivhilini ine ya ni vhilaedzisa?
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Kasi muli na fumbo pa ivyo Baibolo likusambizga?
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1.248742
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Laṱani-ha vhuvhi haṋu ni tende mafhungo maḓifha."
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Ng'anamukani mtima, ndipo muŵe na chipulikano mu makani ghawemi."
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1.248742
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Hikwalaho ndzi vutise nsati wa mina, loyi a nga ntsongo eka mina hi malembe mambirhi, loko a ta swi tsakela ku dyondza Xichayina.
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Ntheura, nkhafumba muwoli wane, uyo nkhumujumphirako na vyaka viŵiri, usange wangatemwa kusambira Cichayinizi.
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1.248626
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Xa Swi Tsundzuka Leswaku "Hi Ntshuri"
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Amakumbukira Kuti "Ndife Fumbi"
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1.248605
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, Luk 22:48 u fheṱa Murwa muthu nga k.?
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Kasi muchitenge wuli para mungawona Mwana wa munthu wakukwelera uko wakaŵa kale? . . .
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1.248592
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Ha hlaya: "Debora a tlhandluka na yena."
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Tikuŵazga kuti: 'Debora nayo wakakwera pamoza na iyo.'
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1.248507
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vha dzula henengei Herude a vhuya a fa.
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Ŵakakhala kwenekura m'paka apo Herode wakafwira.
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1.248236
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Loku ndzi va tlhelisa makaya kabye na va hi ni ndlala, va ta sika ndleleni; hakuva a van'wani vata hi le kule.'
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Usange ningaŵawezga ku vikaya vyawo na njara, ŵalendukenge pa nthowa, chifukwa ŵanyake ŵali kufuma kutali chomene."
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1.248213
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kasi n'wina mi yi endlile 'bako ra makhamba'."
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Kweni imwe mwayizgora mphanji ya ŵankhungu."
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1.248196
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30Swi ta va tano hi siku leri N'wana-wa-Munhu a nga ta humelela ha rona.
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30 Ndimo kuzamuŵira pa zuŵa ilo Mwana wa munthu wazamuvumbukwira.+
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1.248112
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Nga murahu ha ṅwaha ndo pfulutshela Ghana u itela u shuma sa muvulanḓila."
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Pakati pajumpha chaka chimoza, nkhasamukira ku Ghana kukateŵetera nga mupayiniya."
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1.24801
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" Khombo eka misava ni lwandle, hikuva Diyavulosi u xikele eka n'wina, a hlundzukile swinene, hi ku tiva leswaku u ni nkarhi wo koma. "
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Soka ku charu chapasi na nyanja, chifukwa Dyabulosi wakhilira pasi kwa imwe, wali na ukali ukuru pakumanya kuti wali na nyengo yifupi." - Chivumbuzi 12:12.
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1.247983
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"Vona Loko Swilo Leswi Swi Ri Tano"
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'Wonani Usange Vinthu Ivi Ndimo Viliri'
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1.247909
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Ndi nnyi ane a ḓo vha ṱunḓela na u vha ṱhogomela?
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Ni njani waŵaryeskenge na kuŵapwelelera?
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1.247855
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Kutani hi nkarhi wolowo ndzi ta va byela ndzi ku: A ndzi kalanga ndzi mi tiva!
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Penepapo nizamuŵaphalira pakweru kuti: Nkhamumanyani chara!
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1.247841
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Mina Yehovha, ndzi ta swi hatlisisa hi nkarhi wa swona."
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Ine Yehova, nizamuchifiska luŵiro mu nyengo yake."
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1.247822
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Ku ringana malembe yo tala a ndzi titwa nandzu hikwalaho ka rifu ra papa.
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Kwa vyaka vinandi nkhajiyimbanga mulandu chifukwa cha nyifwa ya adada.
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1.247819
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Ni nga ṱalula hani vhagwadameli vha ngoho?
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Kasi mungaŵamanya wuli awo ŵakusopa mu unenesko?
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1.247779
|
VUTOMI a byi ri njhani eka magidi ya lembe lama hundzeke?
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KASI vinthu vikaŵa wuli vyaka masauzandi ivyo vyajumpha?
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1.247778
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Swilo leswi hinkwaswo i ku sungula ka switlhavi swa maxangu."
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Vinthu vyose ivi nkhwamba kwa masuzgo."
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1.247733
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Musi e dzhele, Yosefa o ita mini kha mufari wa tshinwelo wa Farao na mubiki?
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Apo wakaŵa mu jere, nchivici ico Yosefe wakacitira wakupelekera nkhombo na wakuphika wa Faro?
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1.247703
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Ntirho wa mavoko ya vona, vahlawuriwa va mina va ta wu tirhisa hi xitalo."
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Ndipo ŵakusoleka ŵane ŵazamusangwa fikepo na mulimo wa mawoko ghawo.
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1.247629
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Bibele yi ri: "[Xikwembu xi] simeke misava etindhawini leti [xi] ti endleleke tona; a yi nge tsekatsekisiwi hilaha ku nga riki na makumu, kumbe hi masiku."
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Baibolo likuti: 'Chiuta wali kuŵika malufura gha charu mwakuti chileke kusunkhunyika.'
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1.247616
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Yehova o ṋea ndaela i pfalaho musi ḓuvha ḽawe ḽi tshi swika ḽa u fhambanya vhagwadameli vhawe vha fulufhedzeaho na mashandukwa.
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Zuŵa likati lafika lakuti Yehova wapambaniske pakati pa awo ŵakaŵa ŵakugomezgeka na awo ŵakaŵa ŵakugaluka, iyo wakapeleka ulongozgi wakupulikwika makora.
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1.247456
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Minkarhi Hinkwayo "Muavanyisi Wa Misava Hinkwayo" U Endla Leswi Lulameke
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"Mweruzgi wa Charu Chose Chapasi" Nyengo Zose Wakuchita Urunji
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1.247449
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Xisweswo vo tala va ve vapfumeri.
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Ndipouli, ŵanthu ŵanandi ŵakazgokanga Ŵakhristu.
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1.247444
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Hikuva u ta ku lerisela tintsumi ta yena, Ti ku hlayisa etindleleni ta wena hinkwato;
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10 pakuti kuli kulembeka, 'Watumenge ŵangelo ŵake kwa iwe, kuti ŵakuvikilire.'
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1.247389
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Hi nkarhi wolowo, a hi tshama eUnited States.
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Pa nyengo iyi, tikakhalanga ku United States.
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1.247338
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Ndi hone vhathu vha sa nga fi nga nḓala vhukati ha miṅwaha ya sumbe i tevhelaho ya zwiḽiwa zwiṱuku.'
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Ntheura ŵanthu ŵazamufwa na njara cara mu vilimika vinkhondi na viŵiri vya njara.'
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1.247326
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Van'wana va vula leswaku a a ri munhu lonene ntsena.
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Ŵanyake ŵakuti wakaŵa waka munthu muwemi chomene.
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1.247285
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Leswi endlekeke exikarhi ka vanhu va Xikwembu swi kombisa leswaku makumu ma tshinele.
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Ivyo vyacitika pakati pa ŵanthu ŵa Ciuta vikulongora kuti umaliro uli pafupi.
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1.247271
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7 Sweswi se va swi tiva leswaku swilo hinkwaswo leswi u ndzi nyikeke swona swi huma eka wena;
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7 Sono ŵamanya kuti vinthu vyose ivyo mukanipa vili kufuma kwa imwe.
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1.247239
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Vhahuweleli vho vha na vhushaka ha tsini-tsini.
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Ŵapharazgi ŵakatemwananga chomene.
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1.247097
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A ku wanga ni rito rin'we eka wona."
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Palije na chimoza icho chaphyokapo."
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1.247084
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Huno Mudzimu a tshi fulufhedzisa Abrahamu o ri, "MwakaniKana: "Nga tshifhinga tsho teaho ..." nga tshifhinga tshenetshi ndi tshi vhuya ndi ḓo wana Sara e na ṅwana wa mutukana."
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9 Pakuti mazgu gha layizgo ghakaŵa ghakuti: "Pa nyengo yanthena yino nizamwiza, ndipo Sara wazamuŵa na mwana mwanalume."+
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1.247058
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"Ndzi Nga Byi Endlisa Ku Yini Vubihi Lebyi Lebyikulu?"
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'Ningachitirachi Uheni Ukuru Uwu?'
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1.247049
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Ndzi khongele eka Yehovha ndzi ku: "A ndzi nge swi koti ku tshama exitokisini malembe ya ntlhanu.
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Nkhalomba kwa Yehova kuti: "Ningakwaniska chara kukhala mu selo vyaka 5.
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1.247029
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Endzhaku ka malembe ya ntlhanu u tekane ni nkulu.
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Pakati pajumpha vyaka 5, wakatengwa kwa mulara mu mpingo.
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1.246993
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Nga 1978, musi Maria e na miṅwaha ya 45, o dovha a vhifha muvhilini.
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Mu 1978, apo Mariya wakaŵa na vyaka 45, wakaŵaso na nthumbo.
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1.24688
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45 Hu ḓi nga ane a vhona Nṋe, u vhona o nthumaho.
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45 Ndipo waliyose uyo wakuwona ine wakuwonaso uyo wali kunituma.+
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1.246851
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A ndzi vabya kutani mi ndzi khathalela.
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Nkhalwara ndipo mukanipwelelera.
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1.24684
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"Ṋaledzi" ya vha isa Yerusalema.
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"Nyenyezi" iyi yikaŵalongozgera ku Yerusalemu.
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1.246839
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Ndo lavhelela nga maṱo matswuku u dovha nda mu vhona musi a tshi vuswa!
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Nkhulindilira nyengo iyo nizamumuwonaso para wazakawuskika.
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1.24681
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Xana a mi nga swi tivi leswaku ndzi fanele ku va endlwini ya Tatana?"+
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Kasi mwamanyanga chara kuti nkhwenera kuŵa mu nyumba ya Adada?"+
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1.246777
|
Vatotiwa ni lava va nga ni ntshembo wo hanya laha misaveni va ta 'yima' hi siku rolero hikuva va ta va va amukeleka eka Xikwembu.
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Ŵakuphakazgika na awo ŵali na cigomezgo ca kuzakakhala pano pa caru capasi 'ŵazamwima' pa zuŵa ilo, panthazi pa Ciuta uyo wakuŵatemwa.
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1.246682
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Yehovha u ndzi pfune hi ndlela yo hlawuleka ku sukela hi January 1957.
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Kwambira mu Janyuwale 1957, Yehova wanovwira mu nthowa yapadera comene.
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1.246629
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Naho zwo ralo, o lavhelela nga maṱo matswuku u dovha a mu vhona shangoni ḽiswa ḽa Mudzimu ḽo fulufhedziswaho.
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Kweni wakulindilira kuzakamuwonaso mu charu chiphya icho Chiuta wali kulayizga.
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1.246451
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Swi vula leswaku a va ha ri vambirhi kambe i nyama yin'we ntsena.
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Ntheura mbaŵiriso yayi, kweni thupi limoza.
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1.246402
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I mani loyi a nga ta ku khathalela loko se u dyuharile?
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Ndipo kasi ni njani wakatenge wamupwelelerenge para wachekura?
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1.246393
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Tanani emahlweni ka yena hi ku huwelela ka ku tsaka."
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Mwize pamaso pake na kuchemerezga mwachimwemwe.
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1.246301
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Loko u ri nkulu, i yini lexi nga ku pfunaka leswaku u vona loko mudyohi a hundzukile hakunene?
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Usange ndimwe mulara, kasi mungamanya wuli usange munthu ngwakulapa nadi?
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1.246265
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Va ta avanyisiwa hi ku avanyisa loku tlurisaka!"
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Iwo ŵazamupokera cheruzgo chikuru."
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1.246263
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Yesu a fhindula a ri: "Nṋe a ni nnḓivhi na Khotsi anga a ni mu ḓivhi.
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Yesu wakazgora kuti: "Ine mukunimanya chara nesi Adada.
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1.246251
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48 Loko hi n'wi tshikisa sweswo, hinkwavo va ta pfumela ka yena, kutani Varhoma va ta ta va ta lovisa ndhawu leyi ya hina, ni ku hi heta hi rixaka."
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Usange tikumulekelera waka, ŵanthu wose ŵapulikanenge mwa iyo, ndipo Ŵaroma ŵizenge na kupoka malo ghithu na mtundu withu wuwo."
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1.246241
|
Teka un'wana wa vana va Labani.'
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Ukatore yumoza wa ŵana ŵa Labani.'
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1.246177
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24 Ku fikela enkarhini wa sweswi a mi si kombela nchumu ni wun'we hi vito ra mina.
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24 M'paka sono mundalombepo kanthu mu zina lane.
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1.246113
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Kutani, ha yini mi ndzi pfukela esikwini leri ku lwa na mina?"
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Kasi imwe mwizirachi muhanya uno kuzakalimbana nane?"
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1.246105
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Loko swi koteka, swi titshege hi n'wina, vanani ni ku rhula ni vanhu hinkwavo."
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Usange ntchamachitiko, muŵe pamtende na ŵanthu wose."
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1.246044
|
Loko ndzi ri ni malembe ya 28, ndzi teke nsati.
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Nkhati nafika vyaka 28, nkhatora.
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1.24604
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Hikuva yena u lerisile, kutani swi tumbuluxiwa.
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Pakuti wakalangura, ndipo vikalengeka.+
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1.245949
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Kambe Muxe u te: 'Mi nga chavi.
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Mose ŵasalile kuti: "Mkasimjogopa!
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1.245923
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"A Nga Kona La Nga Ni Rirhandzu Ro Tlula Leri"
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"Palibe Munthu Ali Nacho Chikondi Choposa Ichi"
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1.245865
|
Zwino vhunga ni tshi zwi ḓivha ni ḓo vha na mashudu arali ni tshi nga zwi ita.
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Para mwamanya fundo izi muŵenge ŵakukondwa.
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1.245748
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Dzinḓilani dzau dzoṱhe ḓivha Ene, u ḓo U lugisela hune wa tshimbila."
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Mu mendero ghako ghose umuzomere iye, ndipo tiwanyoloskenge nthowa zako." - Zinth.
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1.245729
|
Hi hala tlhelo, ku vuriwa yini loko u fana na Alex kumbe Andrea?
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Kweni wuli usange muli nga ni Alex panji Andrea?
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1.245715
|
Hi nga tiyiseka leswaku u ta hi yingisa.
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Tili na chigomezgo chose kuti watipulikenge.
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1.245693
|
Lowo lulama u tsutsumela eka xona naswona u kuma nsirhelelo."
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Murunji wakuchimbilira kwenekuko na kuvikilirika.*+
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1.245676
|
'Tata Wa N'wina U Ni Tintswalo'
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Ŵawiske, wakuzura na uchizi."
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1.245633
|
Solomo o ṅwala uri: "Maṱo au nga a lavhelese phanḓa hau; tsie dzau nga dzi lugele zwe wa livhana nazwo."
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Solomoni wakalemba kuti: "Maso ghako ghalaŵiskenge kunthazi; vikopi vyako vilaŵiske panthazi pako dodoli."
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1.245546
|
Ku Ta Ka Kreste - Xana Hi Fanele Hi Ku Chava?
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Kodi Tiyenera Kuopa Kubwera kwa Khristu?
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1.245546
|
Kambe vanhu lava nga ni ripfumelo ra xiviri va yingisa ku fana na Estere.
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Kweni ŵanthu awo ŵali na chipulikano chanadi ŵakupulikira, nga umo Esitere wakachitira.
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1.245522
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U nga swi papalata njhani ku va ni langutelo ra misava?
|
Munahase kulihenda ngachilihi kuvishinganyeka vyakukaye?
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1.245455
|
Mudzimu o thusa Yosefa na Blessing uri vha vhofhololwe kha vhupuli nga nḓila dzi sa fani.
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Chiuta wakawovwira Yosefe na Blessing kuti ŵafwatuke ku wuzga.
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1.245397
|
Mina ni nsati wa mina hi sungule ku holova hi mhaka ya mali.
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Mbwenu tikamba kupindana vya ndalama na muwoli wane.
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1.245337
|
Ndi ngani ri tshi fa? - Vha-Roma 5:12.
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Mwanda waka tufwanga? - Loma 5:12.
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1.245316
|
Ndi lini hune zwihuluhulu ra tea u ambara nga nḓila yo teaho?
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Kasi mphawuli apo chomenechomene tikwenera kuvwara mwakwenelera?
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1.245273
|
Tata wa mina u dlayiwe hi khensa.
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Tsonga-Tumbuka_Sentence-Pairs Dataset
This dataset contains sentence pairs for African languages along with similarity scores. It can be used for machine translation, sentence alignment, or other natural language processing tasks.
This dataset is based on the NLLBv1 dataset, published on OPUS under an open-source initiative led by META. You can find more information here: OPUS - NLLB-v1
Metadata
- File Name: Tsonga-Tumbuka_Sentence-Pairs
- Number of Rows: 203106
- Number of Columns: 3
- Columns: score, Tsonga, Tumbuka
Dataset Description
The dataset contains sentence pairs in African languages with an associated similarity score. Each row consists of three columns:
score: The similarity score between the two sentences (range from 0 to 1).Tsonga: The first sentence in the pair (language 1).Tumbuka: The second sentence in the pair (language 2).
This dataset is intended for use in training and evaluating machine learning models for tasks like translation, sentence similarity, and cross-lingual transfer learning.
References
Below are papers related to how the data was collected and used in various multilingual and cross-lingual applications:
[1] Holger Schwenk and Matthijs Douze, Learning Joint Multilingual Sentence Representations with Neural Machine Translation, ACL workshop on Representation Learning for NLP, 2017
[2] Holger Schwenk and Xian Li, A Corpus for Multilingual Document Classification in Eight Languages, LREC, pages 3548-3551, 2018.
[3] Holger Schwenk, Filtering and Mining Parallel Data in a Joint Multilingual Space ACL, July 2018
[4] Alexis Conneau, Guillaume Lample, Ruty Rinott, Adina Williams, Samuel R. Bowman, Holger Schwenk and Veselin Stoyanov, XNLI: Cross-lingual Sentence Understanding through Inference, EMNLP, 2018.
[5] Mikel Artetxe and Holger Schwenk, Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings arXiv, Nov 3 2018.
[6] Mikel Artetxe and Holger Schwenk, Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond arXiv, Dec 26 2018.
[7] Holger Schwenk, Vishrav Chaudhary, Shuo Sun, Hongyu Gong and Paco Guzman, WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia arXiv, July 11 2019.
[8] Holger Schwenk, Guillaume Wenzek, Sergey Edunov, Edouard Grave and Armand Joulin CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB
[9] Paul-Ambroise Duquenne, Hongyu Gong, Holger Schwenk, Multimodal and Multilingual Embeddings for Large-Scale Speech Mining, NeurIPS 2021, pages 15748-15761.
[10] Kevin Heffernan, Onur Celebi, and Holger Schwenk, Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages
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Size of downloaded dataset files:
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Size of the auto-converted Parquet files:
22.3 MB
Number of rows:
203,106