Model: lmqg/mt5-small-itquad-qg-ae
Author: lmqg
Pipeline: text-generation
Library: transformers
Tags: transformers, pytorch, mt5, text2text-generation, question generation, answer extraction, it, dataset:lmqg/qg_itquad, arxiv:2210.03992, license:cc-by-4.0, model-index, endpoints_compatible, region:us
Card metadata: license: cc-by-4.0
metrics: bleu4, meteor, rouge-l, bertscore, moverscore
language: it
datasets: lmqg/qg_itquad
pipeline_tag: text2text-generation
tags: question generation, answer extraction
widget: text: generate question: <hl> Dopo il 1971 <hl> , l' OPEC ha tardato ad adeguare i prezzi per riflettere tale deprezzamento.
example_title: Question Generation Example 1, text: generate question: L' individuazione del petrolio e lo sviluppo di nuovi giacimenti richiedeva in genere <hl> da cinque a dieci anni <hl> prima di una produzione significativa.
example_title: Question Generation Example 2, text: generate question: il <hl> Giappone <hl> è stato il paese più dipendente dal petrolio arabo.
example_title: Question Generation Example 3, text: extract answers: <hl> Il 6 ottobre 1973 , la Siria e l' Egitto, con il sostegno di altre nazioni arabe, lanciarono un attacco a sorpresa su Israele, su Yom Kippur. <hl> Questo rinnovo delle ostilità nel conflitto arabo-israeliano ha liberato la pressione economica sottostante sui prezzi del petrolio. All' epoca, l' Iran era il secondo esportatore mondiale di petrolio e un vicino alleato degli Stati Uniti. Settimane più tardi, lo scià d' Iran ha detto in un' intervista: Naturalmente[il prezzo del petrolio] sta andando a salire Certamente! E come! Avete[Paesi occidentali] aumentato il prezzo del grano che ci vendete del 300 per cento, e lo stesso per zucchero e cemento.
example_title: Answer Extraction Example 1, text: extract answers: <hl> Furono introdotti autocarri compatti, come la Toyota Hilux e il Datsun Truck, seguiti dal camion Mazda (venduto come il Ford Courier), e l' Isuzu costruito Chevrolet LUV. <hl> Mitsubishi rebranded il suo Forte come Dodge D-50 pochi anni dopo la crisi petrolifera. Mazda, Mitsubishi e Isuzu avevano partnership congiunte rispettivamente con Ford, Chrysler e GM. In seguito i produttori americani introdussero le loro sostituzioni nazionali (Ford Ranger, Dodge Dakota e la Chevrolet S10/GMC S-15), ponendo fine alla loro politica di importazione vincolata.
example_title: Answer Extraction Example 2
model-index: name: lmqg/mt5-small-itquad-qg-ae
results: task: name: Text2text Generation
type: text2text-generation
dataset: name: lmqg/qg_itquad
type: default
args: default
metrics: name: BLEU4 (Question Generation)
type: bleu4_question_generation
value: 7.25
verified: no, name: ROUGE-L (Question Generation)
type: rouge_l_question_generation
value: 21.84
verified: no, name: METEOR (Question Generation)
type: meteor_question_generation
value: 17.5
verified: no, name: BERTScore (Question Generation)
type: bertscore_question_generation
value: 80.61
verified: no, name: MoverScore (Question Generation)
type: moverscore_question_generation
value: 56.63
verified: no, name: QAAlignedF1Score-BERTScore (Question & Answer Generation (with Gold Answer))
type: qa_aligned_f1_score_bertscore_question_answer_generation_with_gold_answer
value: 81.81
verified: no, name: QAAlignedRecall-BERTScore (Question & Answer Generation (with Gold Answer))
type: qa_aligned_recall_bertscore_question_answer_generation_with_gold_answer
value: 82.51
verified: no, name: QAAlignedPrecision-BERTScore (Question & Answer Generation (with Gold Answer))
type: qa_aligned_precision_bertscore_question_answer_generation_with_gold_answer
value: 81.17
verified: no, name: QAAlignedF1Score-MoverScore (Question & Answer Generation (with Gold Answer))
type: qa_aligned_f1_score_moverscore_question_answer_generation_with_gold_answer
value: 56.02
verified: no, name: QAAlignedRecall-MoverScore (Question & Answer Generation (with Gold Answer))
type: qa_aligned_recall_moverscore_question_answer_generation_with_gold_answer
value: 56.32
verified: no, name: QAAlignedPrecision-MoverScore (Question & Answer Generation (with Gold Answer))
type: qa_aligned_precision_moverscore_question_answer_generation_with_gold_answer
value: 55.76
verified: no, name: BLEU4 (Answer Extraction)
type: bleu4_answer_extraction
value: 26.01
verified: no, name: ROUGE-L (Answer Extraction)
type: rouge_l_answer_extraction
value: 45.15
verified: no, name: METEOR (Answer Extraction)
type: meteor_answer_extraction
value: 42.68
verified: no, name: BERTScore (Answer Extraction)
type: bertscore_answer_extraction
value: 90.24
verified: no, name: MoverScore (Answer Extraction)
type: moverscore_answer_extraction
value: 81.17
verified: no, name: AnswerF1Score (Answer Extraction)
type: answer_f1_score__answer_extraction
value: 72.09
verified: no, name: AnswerExactMatch (Answer Extraction)
type: answer_exact_match_answer_extraction
value: 57.85
verified: no
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Created: 2022-06-13 10:47:07