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question-generation-on-squad11

Question Generation
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PaperCodeBLEU-4METEORROUGE-LModelNameReleaseDate
ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation✓ Link25.41ERNIE-GENLARGE (beam size=5)2020-01-26
TextBox 2.0: A Text Generation Library with Pre-trained Language Models✓ Link25.0826.7352.55BART (TextBox 2.0)2022-12-26
Learning to Generate Questions by Recovering Answer-containing Sentences24.4426.7352.8ProphetNet + ASGen2021-01-01
UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training✓ Link24.43UniLMv22020-02-28
Enhancing Pre-trained Models with Text Structure Knowledge for Question Generation24.3726.2652.77ProphetNet + syn. mask + localness2022-09-09
ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training✓ Link23.9126.652.3ProphetNet2020-01-13
Learning to Generate Questions by Recovering Answer-containing Sentences23.725.952.3UniLM + ASGen2021-01-01
Unified Language Model Pre-training for Natural Language Understanding and Generation✓ Link22.7825.151.1UniLM2019-05-08
A Recurrent BERT-based Model for Question Generation✓ Link22.17BERTSQG2019-11-01
Mixture Content Selection for Diverse Sequence Generation✓ Link15.874Selector & NQG++2019-09-04
Leveraging Context Information for Natural Question Generation✓ Link13.91MPQG2018-06-01
Evaluating Rewards for Question Generation Models✓ Link13.5RNN +attn +copy2019-02-28
Neural Question Generation from Text: A Preliminary Study✓ Link13.27NQG++2017-04-06
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