Model: lmqg/mt5-small-zhquad-ae
Author: lmqg
Pipeline: text-generation
Library: transformers
Tags: transformers, pytorch, mt5, text2text-generation, answer extraction, zh, dataset:lmqg/qg_zhquad, 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: zh
datasets: lmqg/qg_zhquad
pipeline_tag: text2text-generation
tags: answer extraction
widget: text: 南安普敦的警察服务由汉普郡警察提供。 南安普敦行动的主要基地是一座新的八层专用建筑，造价3000万英镑。 <hl> 该建筑位于南路，2011年启用，靠近 南安普敦中央 火车站。 <hl> 此前，南安普顿市中心的行动位于市民中心西翼，但由于设施老化，加上计划在旧警察局和地方法院建造一座新博物馆，因此必须搬迁。 在Portswood、Banister Park、Hille和Shirley还有其他警察局，在南安普顿中央火车站还有一个英国交通警察局。
example_title: Answering Extraction Example 1
model-index: name: lmqg/mt5-small-zhquad-ae
results: task: name: Text2text Generation
type: text2text-generation
dataset: name: lmqg/qg_zhquad
type: default
args: default
metrics: name: BLEU4 (Answer Extraction)
type: bleu4_answer_extraction
value: 82.12
verified: no, name: ROUGE-L (Answer Extraction)
type: rouge_l_answer_extraction
value: 95.7
verified: no, name: METEOR (Answer Extraction)
type: meteor_answer_extraction
value: 70.98
verified: no, name: BERTScore (Answer Extraction)
type: bertscore_answer_extraction
value: 99.78
verified: no, name: MoverScore (Answer Extraction)
type: moverscore_answer_extraction
value: 98.8
verified: no, name: AnswerF1Score (Answer Extraction)
type: answer_f1_score__answer_extraction
value: 95.17
verified: no, name: AnswerExactMatch (Answer Extraction)
type: answer_exact_match_answer_extraction
value: 95.08
verified: no
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Created: 2023-11-09 13:57:09