Model: lmqg/flan-t5-small-squad-qg
Author: lmqg
Pipeline: text-generation
Library: transformers
Tags: transformers, pytorch, t5, text2text-generation, question generation, en, dataset:lmqg/qg_squad, arxiv:2210.03992, license:cc-by-4.0, model-index, text-generation-inference, endpoints_compatible, region:us
Card metadata: license: cc-by-4.0
metrics: bleu4, meteor, rouge-l, bertscore, moverscore
language: en
datasets: lmqg/qg_squad
pipeline_tag: text2text-generation
tags: question generation
widget: text: generate question: <hl> Beyonce <hl> further expanded her acting career, starring as blues singer Etta James in the 2008 musical biopic, Cadillac Records.
example_title: Question Generation Example 1, text: generate question: Beyonce further expanded her acting career, starring as blues singer <hl> Etta James <hl> in the 2008 musical biopic, Cadillac Records.
example_title: Question Generation Example 2, text: generate question: Beyonce further expanded her acting career, starring as blues singer Etta James in the 2008 musical biopic,  <hl> Cadillac Records <hl> .
example_title: Question Generation Example 3
model-index: name: lmqg/flan-t5-small-squad-qg
results: task: name: Text2text Generation
type: text2text-generation
dataset: name: lmqg/qg_squad
type: default
args: default
metrics: name: BLEU4 (Question Generation)
type: bleu4_question_generation
value: 24.34
verified: no, name: ROUGE-L (Question Generation)
type: rouge_l_question_generation
value: 51.26
verified: no, name: METEOR (Question Generation)
type: meteor_question_generation
value: 25.58
verified: no, name: BERTScore (Question Generation)
type: bertscore_question_generation
value: 90.23
verified: no, name: MoverScore (Question Generation)
type: moverscore_question_generation
value: 63.77
verified: no, name: QAAlignedF1Score-BERTScore (Question & Answer Generation) [Gold Answer]
type: qa_aligned_f1_score_bertscore_question_answer_generation_gold_answer
value: 92.34
verified: no, name: QAAlignedRecall-BERTScore (Question & Answer Generation) [Gold Answer]
type: qa_aligned_recall_bertscore_question_answer_generation_gold_answer
value: 92.58
verified: no, name: QAAlignedPrecision-BERTScore (Question & Answer Generation) [Gold Answer]
type: qa_aligned_precision_bertscore_question_answer_generation_gold_answer
value: 92.13
verified: no, name: QAAlignedF1Score-MoverScore (Question & Answer Generation) [Gold Answer]
type: qa_aligned_f1_score_moverscore_question_answer_generation_gold_answer
value: 63.8
verified: no, name: QAAlignedRecall-MoverScore (Question & Answer Generation) [Gold Answer]
type: qa_aligned_recall_moverscore_question_answer_generation_gold_answer
value: 63.8
verified: no, name: QAAlignedPrecision-MoverScore (Question & Answer Generation) [Gold Answer]
type: qa_aligned_precision_moverscore_question_answer_generation_gold_answer
value: 63.89
verified: no
Likes: 2 | All-time downloads: 438
Created: 2023-02-09 19:14:21