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Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing

2022 · ACM Computing Surveys · 3,836 citations · 0 from inside this corpus

Pengfei Liu, Weizhe Yuan, Jinlan Fu, Zhengbao Jiang, Hiroaki Hayashi, Graham Neubig

The source holds an abstract for this work, but its best open-access copy is under no open licence, which does not permit us to republish the text. Read it at the source below.

Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Langu… (2022)Pre-train, Prompt, and Predic…Long Short-Term Memory (1997)Long Short-Term MemoryGlove: Global Vectors for Word Representation (2014)Glove: Global Vectors for Wor…BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (2019)BERT: Pre-training of Deep Bi…Reinforcement Learning: An Introduction (2005)Reinforcement Learning: An In…HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanit… (2019)HISTORIAE, History of Socio-C…Advances in Neural Information Processing Systems 19 (2007)Advances in Neural Informatio…Advances in Neural Information Processing Systems 28 (2015)Advances in Neural Informatio…Convolutional Neural Networks for Sentence Classification (2014)Convolutional Neural Networks…Advances in Neural Information Processing Systems 29 (2016)Advances in Neural Informatio…Speech recognition with deep recurrent neural networks (2013)Speech recognition with deep …Exploring the Limits of Transfer Learning with a Unified Text-to-Text\n Transformer (2019)Exploring the Limits of Trans…Thumbs up? (2002)Thumbs up?Proceedings of the 25th international conference on Machine learning - ICML '08 (2008)Proceedings of the 25th inter…SQuAD: 100,000+ Questions for Machine Comprehension of Text (2016)SQuAD: 100,000+ Questions for…Prototypical Networks for Few-shot Learning (2017)Prototypical Networks for Few…Supervised Machine Learning: A Review of Classification Techniques (2007)Supervised Machine Learning: …Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer (2019)Exploring the Limits of Trans…A Convolutional Neural Network for Modelling Sentences (2014)A Convolutional Neural Networ…Generalizing from a Few Examples (2020)Generalizing from a Few Examp…End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF (2016)End-to-end Sequence Labeling …Proceedings of the 16th international joint conference on Artificial Intelligence - IJCAI… (1999)Proceedings of the 16th inter…[No title in the source record — Edinburgh Research Explorer (University of Edinburgh)][No title in the source recor…Prefix-Tuning: Optimizing Continuous Prompts for Generation (2021)Prefix-Tuning: Optimizing Con…Ensembling neural networks: Many could be better than all (2002)Ensembling neural networks: M…Language Models as Knowledge Bases? (2019)Language Models as Knowledge …
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What this paper cites, inside the corpus

PaperYearCited
Long Short-Term Memory1997101,359
Glove: Global Vectors for Word Representation201434,067
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding201933,416
Reinforcement Learning: An Introduction200525,758
HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanit…201917,489
Advances in Neural Information Processing Systems 19200715,653
Advances in Neural Information Processing Systems 28201514,672
Convolutional Neural Networks for Sentence Classification201413,987
Advances in Neural Information Processing Systems 29201613,474
Speech recognition with deep recurrent neural networks20138,916
Exploring the Limits of Transfer Learning with a Unified Text-to-Text\n Transformer20198,346
Thumbs up?20027,057
Proceedings of the 25th international conference on Machine learning - ICML '0820086,718
SQuAD: 100,000+ Questions for Machine Comprehension of Text20166,435
Prototypical Networks for Few-shot Learning20175,204
Supervised Machine Learning: A Review of Classification Techniques20074,149
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer20193,698
A Convolutional Neural Network for Modelling Sentences20143,571
Generalizing from a Few Examples20202,761
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF20162,595
Proceedings of the 16th international joint conference on Artificial Intelligence - IJCAI…19992,505
[No title in the source record — Edinburgh Research Explorer (University of Edinburgh)]2,485
Prefix-Tuning: Optimizing Continuous Prompts for Generation20212,322
Ensembling neural networks: Many could be better than all20021,990
Language Models as Knowledge Bases?20191,798

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Topic ModelingComputer Science
Natural Language Processing TechniquesComputer Science
Sentiment Analysis and Opinion MiningComputer Science

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