Model: lmqg/mt5-base-ruquad-qg
Author: lmqg
Pipeline: text-generation
Library: transformers
Tags: transformers, pytorch, mt5, text2text-generation, question generation, ru, dataset:lmqg/qg_ruquad, 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: ru
datasets: lmqg/qg_ruquad
pipeline_tag: text2text-generation
tags: question generation
widget: text: Нелишним будет отметить, что, развивая это направление, Д. И. Менделеев, поначалу априорно выдвинув идею о температуре, при которой высота мениска будет нулевой, <hl> в мае 1860 года <hl> провёл серию опытов.
example_title: Question Generation Example 1, text: Однако, франкоязычный <hl> Квебек <hl> практически никогда не включается в состав Латинской Америки.
example_title: Question Generation Example 2, text: Классическим примером международного синдиката XX века была группа компаний <hl> Де Бирс <hl> , которая в 1980-е годы контролировала до 90 % мировой торговли алмазами.
example_title: Question Generation Example 3
model-index: name: lmqg/mt5-base-ruquad-qg
results: task: name: Text2text Generation
type: text2text-generation
dataset: name: lmqg/qg_ruquad
type: default
args: default
metrics: name: BLEU4 (Question Generation)
type: bleu4_question_generation
value: 17.63
verified: no, name: ROUGE-L (Question Generation)
type: rouge_l_question_generation
value: 33.02
verified: no, name: METEOR (Question Generation)
type: meteor_question_generation
value: 28.48
verified: no, name: BERTScore (Question Generation)
type: bertscore_question_generation
value: 85.82
verified: no, name: MoverScore (Question Generation)
type: moverscore_question_generation
value: 64.56
verified: no, name: QAAlignedF1Score-BERTScore (Question & Answer Generation (with Gold Answer)) [Gold Answer]
type: qa_aligned_f1_score_bertscore_question_answer_generation_with_gold_answer_gold_answer
value: 91.1
verified: no, name: QAAlignedRecall-BERTScore (Question & Answer Generation (with Gold Answer)) [Gold Answer]
type: qa_aligned_recall_bertscore_question_answer_generation_with_gold_answer_gold_answer
value: 91.09
verified: no, name: QAAlignedPrecision-BERTScore (Question & Answer Generation (with Gold Answer)) [Gold Answer]
type: qa_aligned_precision_bertscore_question_answer_generation_with_gold_answer_gold_answer
value: 91.11
verified: no, name: QAAlignedF1Score-MoverScore (Question & Answer Generation (with Gold Answer)) [Gold Answer]
type: qa_aligned_f1_score_moverscore_question_answer_generation_with_gold_answer_gold_answer
value: 70.06
verified: no, name: QAAlignedRecall-MoverScore (Question & Answer Generation (with Gold Answer)) [Gold Answer]
type: qa_aligned_recall_moverscore_question_answer_generation_with_gold_answer_gold_answer
value: 70.04
verified: no, name: QAAlignedPrecision-MoverScore (Question & Answer Generation (with Gold Answer)) [Gold Answer]
type: qa_aligned_precision_moverscore_question_answer_generation_with_gold_answer_gold_answer
value: 70.07
verified: no, name: QAAlignedF1Score-BERTScore (Question & Answer Generation) [Gold Answer]
type: qa_aligned_f1_score_bertscore_question_answer_generation_gold_answer
value: 77.03
verified: no, name: QAAlignedRecall-BERTScore (Question & Answer Generation) [Gold Answer]
type: qa_aligned_recall_bertscore_question_answer_generation_gold_answer
value: 81.17
verified: no, name: QAAlignedPrecision-BERTScore (Question & Answer Generation) [Gold Answer]
type: qa_aligned_precision_bertscore_question_answer_generation_gold_answer
value: 73.44
verified: no, name: QAAlignedF1Score-MoverScore (Question & Answer Generation) [Gold Answer]
type: qa_aligned_f1_score_moverscore_question_answer_generation_gold_answer
value: 55.61
verified: no, name: QAAlignedRecall-MoverScore (Question & Answer Generation) [Gold Answer]
type: qa_aligned_recall_moverscore_question_answer_generation_gold_answer
value: 58.39
verified: no, name: QAAlignedPrecision-MoverScore (Question & Answer Generation) [Gold Answer]
type: qa_aligned_precision_moverscore_question_answer_generation_gold_answer
value: 53.27
verified: no
Likes: 0 | All-time downloads: 580
Created: 2022-07-17 02:04:05