davidschulte/ESM_tasksource__multilingual-zero-shot-label-nli_default
Updated • 2
Datasets:
labels class label 2
classes | premise stringlengths 1 51k | hypothesis stringlengths 19 53 | task stringlengths 3 39 |
|---|---|---|---|
2contradiction | 大西洋青铜时代由一些区域金属生产中心统一，其中一些产品定期进行海上交换。
大西洋青铜时代由许多不同的区域金属生产中心统一，其中一些产品定期进行海上交换。 | This example is not_paraphrase. | paws-x/zh |
0entailment | Atlantic Bronze Ageは、いくつかの製品の定期的な海上交換によって定義された、いくつかの地域的な金属生産の中心地によって統一されました。
Atlantic Bronze Ageは、いくつかの製品の定期的な海上交換によって定義された、多数の異なる地域の金属生産の中心地によって統一されました。 | This example is paraphrase. | paws-x/ja |
2contradiction | 대서양 청동기 시대 (Atlantic Bronze Age)는 여러 지역의 금속 생산 센터에 의해 통일되었습니다.
대서양 청동기 시대 (Atlantic Bronze Age)는 몇몇의 제품에 대한 정기적 인 해상 교환으로 정의되는 다수의 별개의 지역별 금속 생산 센터에 의해 통일되었다. | This example is not_paraphrase. | paws-x/ko |
0entailment | The Atlantic Bronze Age was unified by a number of regional centers of metal production , defined by a regular sea exchange of some of their products .
The Atlantic Bronze Age was unified by a number of distinct regional centres of metal production , defined by a regular maritime exchange of some of their products . | This example is paraphrase. | paws-x/en |
0entailment | Die atlantische Bronzezeit wurde durch eine Reihe regionaler Zentren der Metallproduktion vereinheitlicht, die durch den regelmäßigen Austausch einiger ihrer Produkte durch das Meer definiert wurden.
Die atlantische Bronzezeit wurde durch eine Reihe regionaler Zentren der Metallproduktion vereinheitlicht, die durch ein... | This example is paraphrase. | paws-x/de |
0entailment | La Edad de Bronce Atlántica fue unificada por varios centros regionales de producción de metales, definidos por un intercambio regular en el mar de algunos de sus productos.
La Edad de Bronce Atlántica fue unificada por varios centros regionales distintos de producción de metales, definidos por un intercambio marítimo ... | This example is paraphrase. | paws-x/es |
2contradiction | L’âge du bronze atlantique a été unifié par plusieurs centres régionaux de production de métaux, définis par un échange maritime régulier de certains de leurs produits.
L’âge du bronze atlantique a été unifié par plusieurs centres régionaux distincts de production de métaux, définis par un échange maritime régulier de ... | This example is not_paraphrase. | paws-x/fr |
0entailment | mhm genau | This example is ACCEPT. | miam/vm2 |
0entailment | edge of the map | This example is instruct. | miam/maptask |
2contradiction | Alors! | This example is inform_material_space. | miam/loria |
0entailment | Un momento por favor . | This example is Espera. | miam/dihana |
0entailment | Ciao, il mio nome e' Valentina. Sono qui per darti dei suggerimenti su come migliorare la tua dieta. | This example is OPENING. | miam/ilisten |
0entailment | La consommation de cannabis devrait-elle être légalisée?
Avec des contrôles stricts sur la qualité des produits et notamment des niveaux bas de THC. | This example is FAVOR. | x-stance/fr |
2contradiction | Befürworten Sie die Einführung eines für alle Arbeitnehmenden gültigen Mindestlohnes von CHF 4'000 für eine Vollzeitstelle?
Um Missbrauch zu bekämpfen sollte das Neuenburger Modell angewendet werden, welches einen Mindest-Stundenlohn vorsieht und vorallem für diejenigen Unternehmen, die nicht einem Gesamtarbeitsvertrag... | This example is FAVOR. | x-stance/de |
2contradiction | Er der ikke også en der hedder ''the dane'' til den der Madsen MG? Forresten, så har vi et maskingevær i spillet, mens svensken kun har en ynkelig pistol. Det siger noget synes jeg! | This example is offensive. | offenseval_2020/da |
0entailment | @USER @USER Adamlar tahliye olunca paçan tutuştu tabi. İki ay sonrada bunlar beraat ederse çok merak ediyorum adalet önünde aylarca attığın çamurlarin altından nasıl kalkacaksın. İnşaallah sen haklısın dır yoksa işin zor SİSİ | This example is offensive. | offenseval_2020/tr |
0entailment | Μωρη Τουμασατου μωρη σε ειδε η ηλιθια,τωρα θα χει να λεει παλι #gynaikaxwrisonoma | This example is offensive. | offenseval_2020/gr |
2contradiction | @USER ههههههههههههههههههههه اه فعلا حقود ع العيون الخضرا والشعر الاصفر الناعم المسبسب لا والضحكه يا جمالو يا جمالو يا تكاتو يا حركاتو دا احسن من اونكل كنتاكي 😂😂😂😂قصدي حسين فهمي | This example is offensive. | offenseval_2020/ar |
2contradiction | Groupla statusla Link ah Share pannunga Nanba And Nanbieea seekro 1m Target vakkanum pllsss share him | This example is Offensive_Targeted_Insult_Group. | offenseval_dravidian/tamil |
0entailment | 10 million ayo ennu nokkan varunnavar like adi | This example is Not_offensive. | offenseval_dravidian/malayalam |
2contradiction | Tik tok alli jagala madtidralla adra baggenu ondu video madi anna super agi ugididdira | This example is Offensive_Targeted_Insult_Group. | offenseval_dravidian/kannada |
2contradiction | who were the founders of gmo
however it would be premature for me to go completely against it . like in the above case with �rp�d pusztai , the data on gmo 's has been suppressed and as such i 'm naturally weary of gmo 's . | This example is True. | xglue/qam |
0entailment | Óbitos por doenças respiratórias no Ceará: 2019 sem Covid: 6.377; 2020 com Covid: 6.296
May 12, 2020 — Além de estarem desatualizados, os números citados no post incluem erroneamente mortes por outras causas, que não têm nenhuma relação ...
May 11, 2020 — Deputado André Fernandes divulgou como sendo mortes por doenças ... | This example is false. | x-fact |
2contradiction | The "polite gays," was how Tracy and Kathryn described themselves. Not political or loud, not obvious or overt, but understated, in keeping with their Oklahoma surroundings. Never asking anyone to think too hard or talk too much about the fact that they were gay at all. Except now they were about to ask everyone they k... | This example is foodanddrink. | xglue/nc |
2contradiction | hand painted wine glasses va beach
Buy Quality Wine Glasses Online. Free Shipping On Orders Over $49! | This example is Bad. | xglue/qadsm |
0entailment | who makes eagle vision cars
Follow @BestCarMag. original. Eagle Vision #26. original. Eagle Vision #25. original. Eagle Vision #24. original. Eagle Vision #23. ... Last viewed Eagle cars . 1990 Eagle Summit 1993 Eagle Vision 1993 Eagle Summit Photo of the day . See also ... Eagle Vision . Here we have tried to collect ... | This example is Bad. | xglue/wpr |
2contradiction | Обученные практикующие врачи-алкоголики могут идентифицировать только 50 % пациентов , страдающих от острой алкоголизма . | This example is hi. | language-identification |
0entailment | اینتی رادیوئون اولین بار سال 1993 میلادی، آمریکا دله، بساته بَیینه. اولین کانال نوم «اینترنت تالک رادیو» بییه. اینترنتی رادیویِ استفاده وسّه ونه شمه اینترنت ِسرعت خله بائه. | This example is mzn. | wili_2018 |
2contradiction | banyak sekali komet yang bilang kalau cebong itu goblok , dongkok , setuju gua . | This example is neutral. | multilingual-sentiments/all |
0entailment | RT @user: @user @user وصلنا لاقتصاد اسوء من سوريا والعراق ومن غير حربانجاز ده ولا مش انجاز يا متعلمين يا بتوع المدا… | This example is negative. | tweet_sentiment_multilingual/arabic |
0entailment | A Fukushima, la radioactivité met à mal la biodiversité et les oiseaux: http | This example is negative. | tweet_sentiment_multilingual/french |
2contradiction | okay i\u2019m sorry but TAYLOR SWIFT LOOKS NOTHING LIKE JACKIE O SO STOP COMPARING THE TWO. c\u2019mon America aren\u2019t you sick of her yet? (sorry) | This example is positive. | tweet_sentiment_multilingual/english |
0entailment | @srbachchan #shamitabh #piddly #shamitabhtrailerlaunch .... piddly si baatien...!! yeah!!! http://t.co/r3r1bqklqe | This example is negative. | tweet_sentiment_multilingual/hindi |
0entailment | Que gafe do VídeoShow, colocar uma cena de morte, no dia da morte do Nelson Xavier. #VideoShowAoVivo | This example is negative. | tweet_sentiment_multilingual/portuguese |
2contradiction | estoy hasta el ojete de que me digáis que tengo cara de mala leche | This example is positive. | tweet_sentiment_multilingual/spanish |
0entailment | L’énergie verte en Russie sera boostée grâce à la Chine Lire la suite: http | This example is positive. | tweet_sentiment_multilingual/all |
0entailment | Normal bin ich ja ned der mensch dwer sich beschwert wegen dem essen aber diese Pizza von Joeys...boah wie ekelhaft | This example is negative. | tweet_sentiment_multilingual/german |
0entailment | @user mi fa sbagliare tutte le paroleeeee. | This example is negative. | tweet_sentiment_multilingual/italian |
2contradiction | , viber, sms) Thank you m.ng nhìu ạ Chúc cả nhà fb online zui ze kaka [WITH] | This example is anger. | universal-joy |
2contradiction | “الله يوفقكم وتتخطون العقبات والملاحظات لكي دقدموا خدمات رائده للزباين”. القرب للحرم المكي. الاثاث كان قديم نوعا ما لاني جيتهم قبل فترات عديده وهو نفسه ،والماء يتجمع بالحمامات لجميع الفندق رغم اني بلغتهم مرات عده بشكل عام جيد والله يوفقهم لكي يقومون بخدمه امثل | This example is positive. | mms |
0entailment | berapa lama masa diperlukan untuk sampai ke sana | This example is transport_query. | massive/ms-MY |
0entailment | quanto tempo demora a chegar lá | This example is transport_query. | massive/pt-PT |
0entailment | ile zajmie mi dojazd tam | This example is transport_query. | massive/pl-PL |
0entailment | hoe lang duurt het om daar te komen | This example is transport_query. | massive/nl-NL |
0entailment | hvor lang tid tar det å komme seg dit | This example is transport_query. | massive/nb-NO |
2contradiction | အဲဒီကိုရောက်ဖို့အချိန်ဘယ်လောက်ကြာမလဲ | This example is calendar_query. | massive/my-MM |
2contradiction | how long does it take to get there | This example is music_settings. | massive/en-US |
2contradiction | тийшээ очход хэр уддаг вэ | This example is qa_factoid. | massive/mn-MN |
0entailment | അവിടെയെത്താൻ എത്ര സമയം എടുക്കും | This example is transport_query. | massive/ml-IN |
0entailment | cik ilgs laiks vajadzīgs lai tur nokļūtu | This example is transport_query. | massive/lv-LV |
0entailment | 거기까지 가는 데 얼마나 걸릴까 | This example is transport_query. | massive/ko-KR |
0entailment | ಅಲ್ಲಿಗೆ ಹೋಗಲು ಎಷ್ಟು ಸಮಯ ತೆಗೆದುಕೊಳ್ಳುತ್ತದೆ | This example is transport_query. | massive/kn-IN |
2contradiction | cat timp dureaza sa ajungi acolo | This example is takeaway_order. | massive/ro-RO |
0entailment | តើត្រូវចំណាយពេលប៉ុន្មានដើម្បីទៅដល់ទីនោះ | This example is transport_query. | massive/km-KH |
2contradiction | suwene suwene tekan kono | This example is social_query. | massive/jv-ID |
0entailment | そこへ行くまでどのくらいかかりますか | This example is transport_query. | massive/ja-JP |
2contradiction | quanto tempo ci vuole per arrivare | This example is datetime_query. | massive/it-IT |
2contradiction | hversu langan tíma tekur að komast þangað | This example is qa_maths. | massive/is-IS |
2contradiction | berapa lama untuk sampai di sana | This example is datetime_query. | massive/id-ID |
0entailment | որքան կտևի մինչև այնտեղ | This example is transport_query. | massive/hy-AM |
0entailment | mennyi időbe telik odaérni | This example is transport_query. | massive/hu-HU |
0entailment | कितना समय लगेगा वहां तक जाने के लिए | This example is transport_query. | massive/hi-IN |
0entailment | כמה זמן לוקח להגיע לשם | This example is transport_query. | massive/he-IL |
2contradiction | combien de temps faut-il pour y arriver | This example is cooking_recipe. | massive/fr-FR |
0entailment | kauan kestää päästä sinne | This example is transport_query. | massive/fi-FI |
2contradiction | რა დრო სჭირდება იქამდე მისვლას | This example is iot_hue_lightup. | massive/ka-GE |
0entailment | چقدر طول می کشد به آنجا برسیم | This example is transport_query. | massive/fa-IR |
0entailment | сколько времени займет туда добраться | This example is transport_query. | massive/ru-RU |
0entailment | sa kohë duhet për të shkuar atje | This example is transport_query. | massive/sq-AL |
0entailment | hoe lank neem dit om daar te kom | This example is transport_query. | massive/af-ZA |
2contradiction | እዚያ ለመድረስ ምን ያህል ግዜ ይወስዳል | This example is email_addcontact. | massive/am-ET |
2contradiction | كم أحتاج حتى أروح هناك | This example is email_addcontact. | massive/ar-SA |
2contradiction | ora çatmaq nə qədər vaxt çəkər | This example is iot_hue_lightoff. | massive/az-AZ |
0entailment | সেখানে যেতে কতক্ষন লাগবে | This example is transport_query. | massive/bn-BD |
0entailment | quant es tarda en arribar-hi | This example is transport_query. | massive/ca-ES |
2contradiction | faint mor hir mae'n cymryd i gyrraedd | This example is general_joke. | massive/cy-GB |
0entailment | hvor længe tager det at komme derhen | This example is transport_query. | massive/da-DK |
2contradiction | wie lange dauert es dort hinzugehen | This example is audio_volume_mute. | massive/de-DE |
2contradiction | πόση ώρα κάνει για να πας εκεί | This example is calendar_set. | massive/el-GR |
0entailment | koliko časa traja da prideš tja | This example is transport_query. | massive/sl-SL |
0entailment | តិចសាស់ | This example is news_query. | massive/all_1.1 |
0entailment | 到那裏需要多久 | This example is transport_query. | massive/zh-TW |
2contradiction | 到那里要多长时间 | This example is audio_volume_other. | massive/zh-CN |
0entailment | mất bao lâu để đến đó | This example is transport_query. | massive/vi-VN |
2contradiction | وہاں پہنچنے میں کتنی دیر لگتی ہے | This example is transport_traffic. | massive/ur-PK |
0entailment | oraya gitmek ne kadar sürer | This example is transport_query. | massive/tr-TR |
0entailment | gaano katagal bago makarating doon | This example is transport_query. | massive/tl-PH |
2contradiction | ใช้เวลานานแค่ไหนกว่าจะถึงที่นั่น | This example is music_likeness. | massive/th-TH |
2contradiction | అక్కడికి చేరుటకు ఎంత సమయం పడుతుంది | This example is calendar_query. | massive/te-IN |
2contradiction | அங்கு செல்ல எவ்வளவு நேரம் ஆகும் | This example is email_sendemail. | massive/ta-IN |
0entailment | inachukua muda gani kufika huko | This example is transport_query. | massive/sw-KE |
2contradiction | hur lång tid tar det att ta sig dit | This example is qa_maths. | massive/sv-SE |
2contradiction | os gwelwch yn dda dechrau radio | This example is lists_query. | massive/all |
0entailment | cuanto tiempo se tarda en llegar | This example is transport_query. | massive/es-ES |
2contradiction | Pada lapisan atmosfer mana pesawat tidak bisa terbang ?
Yang pertama disebut parasite drag karena tidak ada fungsinya sama sekali untuk membantu pesawat untuk dapat terbang, sedangkan yang kedua disebut induced karena dihasilkan atau terbuat dari hasil kerja sayap yang membuat gaya angkat (lift). | This example is answer. | tydi-as2-balanced |
2contradiction | Ajoutez au rappel d'aujourd'hui l'achat d'un cadeau d'anniversaire pour Maggie. | This example is IN:GET_SUNRISE. | mtop |
2contradiction | 2011年8月，在Uppland的Görväln众议院录制的Maria Lundqvist取代了无法参加的Louise Hoffsten。
2011年8月在Uppland的GörvälnHouse录制。 Maria Lundqvist取代了无法参加的Louise Hoffsten。 | This example is not_paraphrase. | paws-x/zh |
2contradiction | 2011年8月にUpplandのHouse ofGörvälnで録音されたMaria Lundqvistは、参加できなかったLouise Hoffstenに代わった。
2011年8月にUpplandのGörvälnHouseで録音されました。 Maria LundqvistがLouise Hoffstenに代わって参加できなかった。 | This example is not_paraphrase. | paws-x/ja |
2contradiction | 2011 년 8 월 Uppland의 Görväln House에서 녹음 된 Maria Lundqvist는 참석할 수없는 Louise Hoffsten을 대신했습니다.
2011 년 8 월 Uppland의 Görväln House에서 녹음되었습니다. Maria Lundqvist는 Louise Hoffsten을 대신해서 출전하지 못했습니다. | This example is not_paraphrase. | paws-x/ko |
2contradiction | Recorded in August 2011 at the House of Görväln in Uppland , Maria Lundqvist replaced Louise Hoffsten , who could not attend .
Recorded at Görväln House in Uppland in August 2011 . Maria Lundqvist replaced Louise Hoffsten who could not attend . | This example is not_paraphrase. | paws-x/en |
End of preview. Expand in Data Studio
mtasksource classification tasks recasted as natural language inference. This dataset is intended to improve label understanding in zero-shot classification HF pipelines.
Inputs that are text pairs are separated by a newline (\n).
from transformers import pipeline
classifier = pipeline(model="sileod/mdeberta-v3-base-tasksource-nli")
classifier(
"I have a problem with my iphone that needs to be resolved asap!!",
candidate_labels=["urgent", "not urgent", "phone", "tablet", "computer"],
)
mdeberta-v3-base-tasksource-nli will include label-nli in its training mix (a relatively small portion, to keep the model general, but note that nli models work for label-like zero shot classification without specific supervision (https://aclanthology.org/D19-1404.pdf).
@article{sileo2023tasksource,
title={tasksource: A Dataset Harmonization Framework for Streamlined NLP Multi-Task Learning and Evaluation},
author={Sileo, Damien},
year={2023}
}
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