Model: lmqg/flan-t5-base-squad-ae
Author: lmqg
Pipeline: text-generation
Library: transformers
Tags: transformers, pytorch, t5, text2text-generation, answer extraction, 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: answer extraction
widget: text: extract answers: <hl> Beyonce further expanded her acting career, starring as blues singer Etta James in the 2008 musical biopic, Cadillac Records. <hl> Her performance in the film received praise from critics, and she garnered several nominations for her portrayal of James, including a Satellite Award nomination for Best Supporting Actress, and a NAACP Image Award nomination for Outstanding Supporting Actress.
example_title: Answering Extraction Example 1, text: extract answers: Beyonce further expanded her acting career, starring as blues singer Etta James in the 2008 musical biopic, Cadillac Records. <hl> Her performance in the film received praise from critics, and she garnered several nominations for her portrayal of James, including a Satellite Award nomination for Best Supporting Actress, and a NAACP Image Award nomination for Outstanding Supporting Actress. <hl>
example_title: Answering Extraction Example 2
model-index: name: lmqg/flan-t5-base-squad-ae
results: task: name: Text2text Generation
type: text2text-generation
dataset: name: lmqg/qg_squad
type: default
args: default
metrics: name: BLEU4 (Answer Extraction)
type: bleu4_answer_extraction
value: 44.15
verified: no, name: ROUGE-L (Answer Extraction)
type: rouge_l_answer_extraction
value: 68.88
verified: no, name: METEOR (Answer Extraction)
type: meteor_answer_extraction
value: 43.3
verified: no, name: BERTScore (Answer Extraction)
type: bertscore_answer_extraction
value: 91.56
verified: no, name: MoverScore (Answer Extraction)
type: moverscore_answer_extraction
value: 81.79
verified: no, name: AnswerF1Score (Answer Extraction)
type: answer_f1_score__answer_extraction
value: 69.41
verified: no, name: AnswerExactMatch (Answer Extraction)
type: answer_exact_match_answer_extraction
value: 58.16
verified: no
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Created: 2023-02-12 03:17:13