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
| Bemba
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| Tumbuka
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1.249976
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Nansha abe mulume nobe, le uyuka namani shi ukapandija obe mukaji?
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Panji iwe mfumu, wamanya wuli panji ungaponoska muwoli wako?" (1 Kor.
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1.249965
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Pantu tacaseeka umuntu ukufwila uwalungama; lelo umuntu umusuma, napamo umo kuti apama ukumufwila.
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Pakuti ntchakusuzga kuti munthu wafwire murunji.
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1.249944
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Nalimo 500,000; limo limo, mupepi na mu ndimi 50
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Pafupifupi 500,000; nyengo zinyake ghakufika viyowoyero 50
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1.249796
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Mungafwaisha imicitilo ya kuminwe yenu."
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Munwekerenge mulimo wa mawoko ghinu."
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1.249786
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Le kemwadipo muyukile amba mfwaninwe kwikala mu njibo ya Tata?" - Luka 2:49.
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Kasi mwamanyanga chara kuti nkhwenera kuŵa mu nyumba ya Adada?" - Luka 2:49.
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1.249681
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(Yelemia 10:23) Tusakilwa'nka Bulopwe bwa Leza bwiye; nabya ne bukondame bonso bukapwa.
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(Yeremiya 10:23) Para Ufumu wa Ciuta wiza, vinthu vyambura urunji vyose vizamumalira penepapo.
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1.249674
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22 Lelo abo i Bahebelu?
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22 Kasi iwo Mbahebere?
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1.249671
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Lesa alafwaisha ababipa balapila no kwalula imibele yabo nga filya abena Ninebe bacitile
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Icho iyo wakukhumba ntchakuti ŵaheni ŵang'anamuke mtima na kusintha nthowa zawo, nga umo ŵakachitira Ŵanineve.
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1.249454
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Ni lilali maka maka tulingile ukulafwala bwino?
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Kasi mphawuli apo chomenechomene tikwenera kuvwara mwakwenelera?
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1.24935
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Muleibukisha ukuti filya fine Lesa akoseshe Asa no kumwafwa, e fyo akacita na kuli imwe.
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Kumbukani kuti Chiuta wakamukhozga Asa na kumovwira.
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1.249291
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Wādi uyukile'mba banababo bamushikilwe bininge!
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Wakamanyanga kuti ŵakuru ŵake ŵakumutinkha comene.
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1.249207
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13 Timote ali ne citetekelo.
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13 Timote wakaŵa munthu wachipulikano.
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1.249206
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Anjebele ati, 'Mwisakamana, Tata.
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Wakaniphalira kuti, 'Kudandaura yayi Adada.
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1.249112
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Ka silimo sa 1995, nanyalana ni mupangi wa mafilimu.
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Mu 1995, nkhatengwa kwa munthu wakupanga mafilimu.
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1.249057
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2Mu ŋanda mwa Tata mwaba ififulo fyakwikalamo ifingi.
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2 Mu nyumba ya Adada muli malo ghanandi ghakukhalamo.
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1.24899
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Atile: "Uyu e mulimo uo Lesa asuminisha, uwa kuti mutetekele uo Atumine."
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Wakati: "Uwu ni mulimo wa Chiuta, kuti mupulikane mwa uyo Chiuta wakamutuma."
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1.248973
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Inoko, badi basakilwa kukwashibwa na matanda makwabo.
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Kweni ŵakakhumbikwiranga wovwiri wakufuma ku vyaru vyakuwaro.
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1.24892
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Kupwa batombokela Yehova Leza ne kupangwa bapangilwa panja pa Paladisa kīkalo kyabo mu budimi bwa Edena.
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Kweni ŵakagalukira Yehova Chiuta, ndipo wakaŵachimbizga mu Paradiso, munda wa Edeni.
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1.248916
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Ne mwine Levi nandi mo monka, aye pa kufika pa kifuko'kya wamumona, wapityila mutamba mukwabo.
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Mulevi nayo wakati wafika pa malo ghara na kumuwona, wakajumpha kumphepete.
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1.248822
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E ico Gabriele amwebele ati: 'Ukemita no kukwata umwana umwaume kabili ukamwinike ati Yesu.
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Gabriyeli wakati: 'Uŵenge na nthumbo ndipo uzamubaba mwana msepuka ndipo uzamumuthya Yesu.
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1.248746
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Le tubwanya kumufwena?
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Kasi tingaŵa mubwezi wake?
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1.248712
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Ablaamu alangisha icumfwila ne kukopola abalalume bonse aba mu ng'anda yakwe
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Abrahamu wakapulikira Chiuta na kukotora ŵanalume wose ŵamunyumba yake
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1.248637
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Twafwainwa kwikala na bulunda bwakosa ne aye.
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Tikwenera kuŵa paubwezi uwemi na iyo.
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1.248595
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Uzye mungacita wuli pakuti mwakwata amapepo ya lupwa lyonsinye?
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Kasi mungacita wuli kuti nyengo iyo mukusopa na mbumba yiŵenge yakunozga?
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1.248564
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2 I kutupu ubwanya kukulondolwela bino bipangujo pa kyobe kyaba.
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2 Palije uyo wangamuzgolerani mafumbo agha?
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1.248514
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Nakabili, Ananaya ne mukashi wakwe baalifwile pakuti pa kubepa ubufi.
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Ndipo Hananiya na muwoli wake ŵakafwa chifukwa cha utesi.
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1.248456
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Ndibweleele ku China."
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Pasono nili kuwelera ku China."
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1.248429
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Bano balopwe batano abalongela monka.
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Ici ndico mafumu ghankhondi agha ghakacita.
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1.248385
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Nkokuti tabacili bobilo, pele baba mubili omwe.
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Ntheura mbaŵiriso yayi, kweni thupi limoza.
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1.248372
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Bushe Umusha wa Cishinka Kabili Uwashilimuka ni Nani?
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Kodi Mbani Kapolo Wakukhulupirika na Wanzeru?
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1.248338
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Bafwa bebachibijile mambo monka mwayijile mingilo yabo kwesakana na bintu byanembelwe mu mivungilo.
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Ndipo ŵakufwa ŵakeruzgika kuyana na milimo yawo iyo yikalembeka mu mipukutu."
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1.248269
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Twafunjile biji bantu bafwa ne Lesa byo alaya kwibasangula.
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Tikasambira icho chikuchitika para munthu wafwa kweniso kuti ŵakufwa ŵazamuwuka.
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1.248194
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'Ilyo abantu bali mu tulo, umulwani wakwe aliishile no kutandamo ifyani mu ngano, aya no kuya' (Mat.
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Apo ŵanthu ŵakaŵa mu tulo, mulwani wake wakiza na kuseŵamo duru mukati mu tirigu, ndipo wakaluta.
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1.248124
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Bushe cinshi tulefwaila bakambone na bambi?
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Tikukhumbirachi ŵakaboni ŵanyake?
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1.248094
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E ico bamwipwishe ati: 'Bushe nomba mwalaaba Imfumu mu Israele?'
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Ntheura ŵakamufumba kuti: 'Kasi muŵenge Themba la Israyeli pa nyengo iyi?'
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1.24808
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Vikwene i vyacitikile Joshua, uwatalumbulwa pa kutandika.
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Ndimo vikaŵira na Joshua uyo tamuzunura kukwambilira.
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1.248073
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16 Midiyo ya bantu bāfwile pampikwa kuyuka Leza, nabo bakasangulwa.
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16 Ŵanthu mamiliyoni ghanandi awo ŵali kufwa kwambura kumanya Chiuta nawo ŵazamuwuskika.
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1.248045
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Ni mwi Yesu aloseshe ilyo alandile ati: "Mwilasakamikwa"?
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Kasi Yesu wakang'anamurangachi apo wakati: "Kwenjerwa napachoko chara"?
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1.248032
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Pali ilya nshita bamunyinefwe na bankashi bali fye abanono.
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Pa nyengo iyo, kukaŵa ŵabali na ŵadumbu ŵachoko chomene.
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1.247985
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Nalefwaya ukubashimikila pali Paradaise na pe subilo lya kubuuka, nomba tabaleumfwa ululimi nalelanda.
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Nkhakhumbanga kuŵaphalira vya cigomezgo ca Paradiso na ciwuka, kweni ŵakapulikanga yayi ciyowoyero cane.
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1.247918
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Danieli watwalilile ukuombela Leza.
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Kweniso Daniyeli wakalombanga kwa Chiuta nyengo zose.
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1.247894
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2:15-17) Ukumfwila Lesa no kusumina ukuti e walingile ukubateka, e kwali no kulenga baikala ukulingana no bufwayo bwa kwa Lesa.
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(Gen. 2:15-17) Ŵalutilirenge kuŵa ŵakugomezgeka kwa Ciuta, mphanyi ndipo ŵakacita vyose ivyo iyo wakakhumbanga.
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1.247855
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Ku ca kumwenako, kuti twabelenga pa fyo Ruti ali ne cishinka.
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Mwaciyelezgero, tingaghanaghanirapo vya kugomezgeka kwa Rute.
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1.247841
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Bamo batila ali fye muntu umusuma.
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Ŵanyake ŵakuti wakaŵa waka munthu muwemi chomene.
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1.247837
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Abakalamba ba musango yu bafwile ukwenekela ukuti Lesa akasuka amapepo yabo.
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Ŵacekuru ŵakugomezgeka aŵa ŵakwenera kumanya kuti Ciuta wazgorenge malurombo ghawo.
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1.247698
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"Nangu ca Kuti Alifwa, Acili Alalanda"
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"Nangauli Wali Kufwa, Kweni Wachali Kuyowoya"
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1.247646
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Imwe munjita kasambilisha kabili Shikulu: Cena mu lalunjika, pantu e fyo ndi.
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Imwe mukunichema, 'Msambizgi,' ndiposo 'Fumu,' ndipo mukuneneska, chifukwa ndimo niliri.
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1.247646
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Habamufumana bamubuza kuli: "Rabbi, utile lili kwanu?"
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Ŵakati ŵamusanga, ŵakamufumba kuti: "Rabi, kasi mwiza pawuli kuno?"
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1.247555
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Cimbi ca kuti abantu abengi tabaishibe ukubelenga.
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Kweniso ŵanthu ŵanandi ŵakaŵa ŵambura kusambira.
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1.247422
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Ubo busiku Dafidi aya ku ŋanda yakwe.
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Usiku wenewuwo Davide wakaluta ku nyumba kwake.
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1.247401
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Nshilanguluka pa fyo nasalilepo ukukonka Shikulu konse uko alefwaya ukuti nje.
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Nkhudandaurapo yayi kuti nkhulondezga Fumu kulikose uko yikunituma.
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1.247332
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pa mushipiditu, tutengele na kipyupyu boloke botukulupile butamba ku lwitabijo.
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Koma mwachikhulupiriro, ife tikudikira mwachidwi kudzera mwa Mzimu, chilungamo chimene tikuyembekeza.
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1.247306
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Uumukonkelepo ni kabalwe uwakashika kabili uwikelepo alefumya umutende pe sonde ponse.
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Kufuma apo, pakiza hachi liswesi, ndipo uyo wakakhalapo wakazomerezgeka kuwuskapo mtende pa charu chapasi.
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1.247262
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Kulonga namino kuketufwenya pabwipi nandi. - Mateo 6:9.
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Para tichitenge nthena, tiŵenge nayo paubwezi. - Mateyu 6:9.
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1.247189
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Shi i amo, le i muswelo'ka obwanya kwifunda bivule pa buno Bulopwe?
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Usange ni vyakukondweska, kasi mungachita wuli kuti musambire vinandi vya Ufumu?
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1.247158
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Lufu lwāikele bu mfuto ya kubulwa kukōkela ku musoñanya wa Leza.
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Nyifwa nchilango ca kuleka kupulikira dango la Ciuta.
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1.247107
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Tukokeja kumukulupila pamo bwa Ediya.
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Nase tingaŵa na chigomezgo mwa iyo nga ni Eliya.
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1.247061
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E ico nalingile mu kabungwe ka misepela aka bakomyunisiti.
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Ntheura nkhajoyina kagulu ka ŵachinyamata Kachikomyunizimu.
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1.246942
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Miriam unena'mba: "Twanenenwe kwingila bu bapania ba pa bula.
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Miriam wakati: "Tikaphalirika kuti tambe upayiniya wapadera.
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1.246935
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Lelo ntanda itengele koneka lonso?
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Kasi charu chifikenge pakuti chingazakanozgekaso yayi?
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1.246872
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Pa kubalilapo, iyi magazini baleita abati, The Golden Age.
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Pakwamba, magazini iyi yikachemekanga The Golden Age.
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1.246864
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Bushe na imwe mulelenganya ukuti mukaba pe bumba ilikalamba abakapusuka "ubucushi bukalamba"?
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Kasi imwe mukuwona kuti muzamuŵa mu gulu la ŵanthu aŵa, ŵeneawo ŵazamupona "suzgo yikuru"?
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1.24682
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Watamine mu bubinebine tamba paadi na myaka itano.
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Wakakulira mu unenesko kwambira waka apo wakaŵa na vyaka vinkhondi.
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1.246799
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Pantu nali ne nsala, lelo tamwampeele ifya kulya nangu fimo, kabili nali ne cilaka, lelo tamwampeele amenshi.
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Pakuti nkhaŵa na njara kweni mukanipa chara chakurya, ndipo nkhaŵa na nyota, kweni mukanipa chara chakuti nimwe.
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1.246782
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7 Ukwabula no kutwishika Lesa tatemwa ukumona uko balecusha abanakashi.
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7 Ciuta wakukondwa yayi para ŵanakazi ŵakutambuzgika.
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1.246728
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Mulandu nshi mulingile ukubela aba cishinka, abatekanya no kulapepa lyonse?
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Chifukwa wuli nyengo zose mukwenera kugomezgeka, kuzikira, na kulomba?
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1.246726
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Twisambilei bidi pa bubinga bumo bwa kamweno: Leza kabwanyapo kubepa.
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Tiyeni tiwone cifukwa cimoza cakuzirwa: Ciuta wangateta cara.
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1.246694
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Umwanakashi atile: 'Cinshi ulelandila na ine?
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Mwanakazi wakati: 'Chifukwa wuli mukuyowoya nane?
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1.246673
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Wene akapeela ivikalonda akamoopa, akauvwa ukukuuta kwao nu kuyatuula."
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Wakukhorweska khumbo la awo ŵakumopa, wakupulika para ŵakulira kuti waŵavwire."
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1.246632
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Lelo witabije'mba "Ino myanda'i i ikulupilwa kadi ya bine"?
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Kasi imwe mukugomezga kuti "mazgu agha ngakugomezgeka na ghaunenesko"?
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1.246541
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nefimano oloye alushe fiyo alushe.
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Kwa iyo kuŵenge uchindami muyirayira.
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1.246488
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Le wālangile amba ubwanya kufya'bo Leza?
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Kasi wakaghanaghananga kuti wangabisa kwa Chiuta?
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1.246471
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3 Nalimo Paulo aletontonkanya na pa fyacitike mu myeshi iyafumineko.
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3 Kweniso panji Paulosi wakaghanaghananga ivyo vikachitika myezi yakumanyuma.
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1.246387
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Ilyo nali umwaice, inkondo yalitendeke.
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Nkhondo yikamba apo nkhaŵa kanyamata.
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1.246259
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Milimo nshi abanakashi abalebombela Lesa ku kale babombele?
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Kasi ŵanakazi ŵakopa Ciuta ŵakafiska vici mu nyengo yakale?
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1.246233
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Aya mashiwi tayalola mu kuti Lesa ale-enda pano calo, nelyo ukuti Noa aliile ku muulu.
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Yikung'anamura kuti Chiuta wakendanga nadi na Nowa pano pasi yayi, nesi kuti Nowa wakaluta kuchanya.
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1.246186
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Itila: "[Umuntu] takwata amaka ya kutungulula intampulo shakwe."
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Munthu uyo wakwenda wangalongozga yayi mendero ghake.'
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1.246181
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Nalabumba uwa kumwafwa, kabili umunankwe."
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Nimupangirenge movwiri, uyo waŵenge munyake wakumwenelera."
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1.246095
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Ponka'po wāsangula wandi mwana.
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Nyengo yeneyiyo wakawuska mwana yura.
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1.246094
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Na kuba, imikalile mu Kanaani yalyafishe sana.
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Chinyakeso ntchakuti umoyo mu Kenani ukaŵa wakusuzga chomene.
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1.246074
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Yesu asobele ati: "Ne mbila nsuma iyi ya bufumu ikashimikilwa pano isonde ponse ku kubo bunte ku nko shonse; e lyo ne mpela ikesa."
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Pambere Yesu wandakomeke, wakati: "Ndipo makani ghawemi agha gha Ufumu, ghazamupharazgika mu charu chose chapasi kuti uŵe ukaboni ku mitundu yose, penepapo ndipo umaliro wizenge."
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1.246066
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"Akatusambilisha imibele yakwe kabili tukenda mu nshila shakwe"
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"Wamutisambizga nthowa zake, ndipo tamwenda mu mendero ghake"
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1.245956
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Twalitemenwe abena Africa kabili twaletontonya ukuti bushiku bumo kuti twabwela.
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Tikaŵatemwanga chomene ŵanthu ŵa ku Africa, ndipo tikaŵa na chigomezgo kuti zuŵa linyake tizamuweleraso.
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1.245598
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Sharon: Ee, nalikwata babili, umwaume no mwanakashi.
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Takondwa: Enya, nili na ŵaŵiri, kanyamata na kasungwana.
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1.245542
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Moneni ifyacitile abanakashi abali ne cishinka kuli Lesa.
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Wonani ivyo ŵanakazi ŵanyake ŵakugomezgeka ŵa mu nyengo yakale ŵakacita.
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1.245523
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Fyonse fyalipusene ne fyo twabeleshe ilyo twali ku North America.
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Cilicose cikaŵa cakupambana na ivyo tikazgoŵera ku North America.
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1.245399
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Yesu wanena'mba: "Ino'i yo mbila yami, amba mwisanswe banwe bene na bene monka monemusanshilwe.
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Yesu wakati: "Ili ni dango lane, lakuti mutemwanenge nga umo ine namutemwerani.
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1.245361
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(1 Yoano 5:3) Vulukai'mba Yesu waambile'mba: "Iyai ko nji, anweba bonse bakooka ne kunemenwa, ne amiwa nkemukokolosha.
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5:3) Kumbukirani kuti Jezu adati: 'Bwerani kuna ine imwe mwensene wakuneta na anyakulemedwa, ndipo ine ndin'dzakupumisani.
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1.245332
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Nanchi Tukekalapo na Kafulumende Umo wa Ntanda Yonse Nyi?
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Kasi Tizamuŵapo na Boma Limoza pa Charu Chose?
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1.245325
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Bushe Mulakwata "Ifya Kulya pa Nshita Yalinga"?
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Kasi Mukupokera 'Cakurya pa Nyengo Yakwenelera'? _ Lakusambira pa Mpingo
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1.245266
|
Bushe Yesu aloseshe mwi ilyo atile: "Mwilasakamikwa"?
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Kasi Yesu wakang'anamurangachi apo wakati: "Kwenjerwa napachoko chara"?
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1.245265
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Bamwikeulu babidi bādyumwine Lota namani?
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Ni nchenjezgo wuli iyo ŵangelo ŵaŵiri ŵakapeleka kwa Loti?
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1.245174
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Bushe icibanda kuti cashibula amenso ya mpofu?"
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Kasi chiŵanda chingajura maso gha ŵanthu ŵachibulumutira?"
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1.245087
|
Ngimba mukamenye ukuti kumbaghile une ukuya nnyumba ya Tata?"
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Kasi mwamanyanga chara kuti nkhwenera kuŵa mu nyumba ya Adada?"+
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1.245076
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9 Nga filya fine cali kuli Abrahamu, na ifwe bene tulolela ukufikilishiwa kwa malayo ayo Lesa alaya.
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9 Nase tikulindilira kuti malayizgo gha Chiuta ghafiskike nga umo vikaŵira na Abrahamu.
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1.245007
|
4 Pa kulongana tulasambilila ifingi.
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4 Maungano ghakutisambizga.
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1.244918
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Ukutula na kale abatemwa Icebo ca kwa Lesa balishiba ici cishinka.
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Awo ŵakutemwa Mazgu Chiuta ŵakumanya makora fundo iyi.
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1.24491
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5 Yosefe, uwali umulungami kabili uwa cumfwila, alicitile ifyo bamwebele.
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5 Yosefe wakaŵa munthu murunji na wakupulikira, ntheura wakachita ivyo wakaphalirika.
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1.244892
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52:9, 10) Lama nyeke mu ñeni'mba ubwanya kubadilwa mu boba bakapanda enka shi ulonga bukomo bwa kwikala bwa bantu ba Leza badi mu bumo.
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52:9, 10) Kuluwa yayi kuti usange mulutilirenge kukolerana na ŵanthu ŵa Chiuta muzamuponoskeka.
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1.244862
|
Ifyo Bamalaika Bengamwafwa
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Kasi Ŵangelo Ŵangamovwirani Wuli?
|
End of preview. Expand
in Data Studio
Bemba-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: Bemba-Tumbuka_Sentence-Pairs
- Number of Rows: 167288
- Number of Columns: 3
- Columns: score, Bemba, 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).Bemba: 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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